Biomarker for cognitive dysfunction diseases, and method for detection of cognitive dysfunction diseases using the biomarker

ABSTRACT

The present invention aims to provide methods to detect cognitive impairment including mild cognitive impairment and Alzheimer disease by using a protein or its partial peptide that differs in presence or absence, or in quantity between non-cognitive impairment and patients with cognitive impairment and further aims to present biomarkers comprising said protein and said partial peptide to be used to detect cognitive impairment including Alzheimer disease or mild cognitive impairment. Specifically, a biomarker for diagnosis of psychiatry disease or cognitive impairment comprising protein fragment or peptide of not less than 5 amino acid residues arising from at least one protein or peptide selected from the group of proteins consisting of amino acid sequence expressed by SEQ ID NOS: 1, 3, 5, 7, 9, 11, 13, 15, 17, 19, 21, 23, and 25 and selected from the group of partial peptide in these proteins consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27. And further aims to provide diagnostic method using these biomarker.

FIELD OF THE INVENTION

The present invention relates to novel biomarkers for mild cognitive impairment or cognitive impairment including Alzheimer disease, and methods for detecting cognitive impairment using such biomarkers.

BACKGROUND OF THE INVENTION

The commonly used means to differentiate between normal and non-normal states of a human subject using his or her biological materials are mainly those which have been used in the field of diagnostics. Most frequently used are those methods which target biomarkers in blood. It has been practiced in this field to comparatively measure the amount of a specific protein or a peptide that is less than 10,000 in molecular weight or, in the case of enzyme protein, enzyme activities in samples from normal (healthy) subjects and those from diseased individuals to help diagnosis. Here, prior to testing real samples, measurements are done on a fixed number each of samples from healthy controls and patients with certain disease with respect to the amount (s) or activity (activities) of single or multiple specific proteins or peptides and the ranges of abnormal and normal values are respectively determined. The sample to be evaluated is then analyzed by the same method and the resultant value is judged with respect to whether it is in normal or abnormal range.

In the actual measurements, the amount(s) of specified protein(s) or peptide(s) in test samples, as such or after dilution, are determined by the use of enzyme-linked immmunosorbent assay (ELISA) which uses a primary, or secondary, antibody labeled with an enzyme reacting with a substrate that yields a color upon reaction, chemiluminescent immunoassay (CLIA), radioimmunoassay (RIA) which uses a primary, or secondary, antibody labeled with a radioisotope, and, if the protein is an enzyme, the measurement of the activity of the enzyme by adding its substrate and determining the intensity of produced color, etc. These antibody-based methods are called as enzyme-, fluorescence- or radioisotope-labeled methods, respectively. In addition, there is a method where an enzyme reaction product derived from the corresponding substrate is determined by high performance liquid chromatography (HPLC). In further addition, there is a method where HPLC is combined with mass spectrometer, called LC-MS/MS, and there is a method called selected reaction monitoring (SRM)/multiple reaction monitoring (MRM) that utilizes LC-MS/MS. In another method to determine the concentration in a sample, it is appropriately pretreated, and separation of proteins or peptides is attained by 2-dimensional polyacrylamide gel electrophoresis (2D-PAGE), and target protein or peptide is determined by silver staining, Coomassie blue staining or immunological staining (Western blotting) that uses an antibody to target protein or peptide. In still further addition, there is a method which utilizes mass spectrometry to determine the amount of target protein or peptide in samples fractionated by column chromatography. Instead of column chromatography, protein chips and magnetic beads may also be utilized for purpose of pretreatment.

Furthermore, these inventors have developed an immunoMS method, where target protein or peptide is captured by beads (including magnetic ones) with linked antibody to the protein or peptide, eluted from the beads, and determined by mass spectrometry. Further, intact proteins have been reported to be analyzed by mass spectrometry using above-mentioned methods after digestion with trypsin etc. (Patent Document 1). Here, intact target proteins are selected either by fractionation or by adsorption to an adsorbant specific to them and then determined by mass spectrometry.

Number of patients suffered from cognitive impairment like Alzheimer disease is increasing rapidly along with increasing of old-age population in Japan. It is estimated that number of patients is 1.3 million in 1995 and it will be 1.9 million in 2005 and will reach to about 3.0 million in 2020. It is reported that 60-90% of cognitive impairment is Alzheimer disease. As manifestation of Alzheimer disease is not only loss of memory but several disturbance in daily life, increase of patients of this disease is becoming an important social issue to be solved. In Japan, Donepezil-hydrochloride, anti-acetylcholine esterase inhibitor has been available for medical treatment for Alzheimer disease since 1999, and it let progress of cognitive impairment in these patients be ‘slow-down’ efficiently, if the patient is diagnosed at early stage. Thus, in medication of Alzheimer disease, most important issue is ‘early diagnosis’ to treat the patients effectively by drug available at present and new coming drug.

Followings are major criteria for diagnosis of Alzheimer disease described in DSM-IV, which is published by American Psychiatric Association.

-   -   A. The development of multiple cognitive deficits manifested by         both     -   (1) memory impairment (impaired ability to learn new information         or to recall previously learned information)     -   (2) one (or more) of the following cognitive disturbances:         -   a) aphasia (language disturbance)         -   b) apraxia (impaired ability to carry out motor activities             despite intact motor function)         -   c) agnosia (failure to recognize or identify objects despite             intact sensory function)         -   d) disturbance in executive functioning (i.e., planning,             organizing, sequencing, abstracting)     -   B. The cognitive deficits in Criteria A 1 and A2 each cause         significant impairment in social or occupational functioning and         represent a significant decline from a previous level of         functioning. (Non-patent reference 1)

There are several types of neurological disorders related to Alzheimer disease (AD). As cognitive dysfunction appears gradually in dementia including AD, there is a disease status of pre-stage of dementia. This stage is called as mild cognitive impairment (MCI). In United States, 10% MCI develops to AD within 1 year, and 50% of MCI develops to AD within 4 years. MCI is defined as a condition characterized by newly acquired cognitive decline to an extent that is beyond that expected for age or educational background, yet not causing significant functional impairment, and not showing disturbance in daily life. Frontotemporal dementia (frontotemporal lobar degeneration) (FTD) shows loss of personal awareness, loss of social awareness, hyperorality, and stereotyped, perseverative behavior. These clinical characteristics are different from AD. FTD includes Pick's disease, which is characterized by microscopically Pick bodies usually found in limbic, paralimbic, and ventral temporal lobe cortex. Dementia with Lewy bodies (DLB) is characterized by progressive disease and psychiatric symptoms include anxiety, depression, hallucinations (usually visual) and delusions (false beliefs). DLB is thought to be the second most common subtype and 10-30% of dementia is DLB. The symptoms of DLB are caused by the build-up of Lewy bodies. FTD and DLB belong to demented neurological disease as they also lose of memory, their ability to solve problems and maintain emotional control. (Non-patent reference 1)

In description in present patent, cognitive impairment includes AD, MCI and the demented neurological disease.

The screening tests for dementia widely used are the Hasegawa Dementia Scale-revised (HDS-R) and Mini-Mental State Examination (MMSE). In these screening tests, inspector asks several questions and evaluates level of cognitive impairment of each subject by scores. HDS-R is revised version of HDS published in 1991. In HDS-R, test consists of 9 questions to analyses orientation, remembrance, calculation, retain and recall ability, and common sense. Full score is 30 and a person whose score is less than 23 is suspected as dementia. MMSE has been developed in United States to screen and diagnose dementia, and analyses global cognitive function, with items assessing orientation, word recall, attention and calculation, language abilities, and visuospatial (drawing) ability. This test consists of 11 questions, and full score is 30 and a person who has score less than 23 is suspected as dementia. The results of HDS-R and MMSE coincide with each other. Both are used for screening, not for diagnosis and not for staging of disease progression. (Non-patent reference 1)

Neuroimaging test for dementia are Computed tomography (CT) and Magnetic resonance imaging (MRI) which evaluate morphological changes like brain atrophy and ventricular dilation and single-photon emission computed tomography (SPECT) which analyses regional cerebral blood flow and PET which shows brain metabolism by measurement of consumption of oxygen and sugar. SPECT and PET, nuclear imaging technologies, can identify neuronal dysfunction at preclinical stage. However, these neuroimaging cannot be widely used in hospitals because they need special facilities to perform nuclear imaging, and neuroimaging may not be objective test as imaging diagnosis is completely depend on the skill of physician who analyses the mages.

Thus, methods for screening and diagnosis of dementia including AD that are available at present is dependent on tests lacking objectivity and is dependent on expensive instruments, and so it is very difficult to use these tests for screening of early stage-cognitive impairment. If we get blood (serum/plasma) biomarker for cognitive impairment, which enables us objective test using specimens we can easily obtain, we can identify cognitive impairment at early stage (preclinical stage) by blood test using such biomarker. Present patent provides novel biomarkers and a novel and potent diagnostic method for cognitive impairment by using such biomarkers and biomarkers described here.

CITATION LIST Patent Document

-   Patent Document 1, JP-A-2004-333274 -   Patent Document 2, JP-A-2006-308533

Non-Patent Document

-   Non-Patent Document 1, “The better understanding of Alzheimer's     disease.,” edited by Imaharu Nakano and HIdehiro Mizusawa., Nagai     Shoten Co., Ltd., 2004 (in Japanese) -   Non-Patent Document 2, Benkirane, N. et al., J. Biol. Chem. Vol.     268, 26279-26285, 1993

SUMMARY OF THE INVENTION Technical Problem

The present invention aims to present methods to detect mild cognitive impairment or cognitive impairment including Alzheimer disease by using a protein or its partial peptide that differs in presence or absence, or in quantity between non-cognitive impairment subjects (including healthy people, the human subjects that may be affected with any disease and unaffected with psychiatry disease including cognitive impairment. These human subjects are allowed to match the age and gender of patient with cognitive impairment. And, these human subjects are called non-demented control, hereinafter abbreviated to NDC.) and patients with cognitive impairment and further aims to present biomarkers comprising said proteins and said partial peptides to be used to detect mild cognitive impairment or cognitive impairment including Alzheimer disease.

Solution to Problem

These inventors investigated to find out means to detect cognitive impairment and found a peptide capable of detecting mild cognitive impairment or cognitive impairment including Alzheimer disease in the serum. Said peptides found in the present invention are those with significance as a biomarker to detecting in the case of serum not only other biological materials such as blood, plasma, cerebrospinal fluid, and urine. Simultaneously, protein or peptide is the origin of these peptides (hereinafter referred to as intact proteins or peptides) also has significance as biomarkers.

Specifically, these inventors found that a biomarker comprising at least one protein or peptide selected from the group consisting of Complement C3 consisting of amino acid sequence expressed by SEQ ID NO: 1, Transcription factor AP-2 gamma consisting of amino acid sequence expressed by SEQ ID NO: 3, Synapsin-3 consisting of amino acid sequence expressed by SEQ ID NO: 5, Oxytocin receptor consisting of amino acid sequence expressed by SEQ ID NO: 7, Inter-alpha-trypsin inhibitor heavy chain H5-like protein consisting of amino acid sequence expressed by SEQ ID NO: 9, E3 ubiquitin-protein ligase HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 11, Prothrombin consisting of amino acid sequence expressed by SEQ ID NO: 13, Transthyretin consisting of amino acid sequence expressed by SEQ ID NO: 15, Tumor necrosis factor receptor superfamily member 16 consisting of amino acid sequence expressed by SEQ ID NO: 17, Complement C4-A consisting of amino acid sequence expressed by SEQ ID NO: 19, Complement C4-B consisting of amino acid sequence expressed by SEQ ID NO: 21, Fibrinogen alpha chain (isoform 1) consisting of amino acid sequence expressed by SEQ ID NO: 23, and Fibrinogen alpha chain (isoform 2) consisting of amino acid sequence expressed by SEQ ID NO: 25; or a biomarker comprising protein fragment or peptide of not less than 5 amino acid residues arising from at least one protein or peptide selected from the group consisting of them, could be used as biomarkers to detect cognitive impairment.

Furthermore, these inventors found that a biomarker comprising from the group consisting of Complement C3-derived peptide CO3 consisting of amino acid sequence expressed by SEQ ID NO: 2, Transcription factor AP-2 gamma-derived peptide AP2C consisting of amino acid sequence expressed by SEQ ID NO: 4, Synapsin-3-derived peptide SYN3 consisting of amino acid sequence expressed by SEQ ID NO: 6, Oxytocin receptor-derived peptide OXYR consisting of amino acid sequence expressed by SEQ ID NO: 8, Inter-alpha-trypsin inhibitor heavy chain H5-like protein-derived peptide ITH5L consisting of amino acid sequence expressed by SEQ ID NO: 10, E3 ubiquitin-protein ligase HERC2-derived peptide HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 12, Prothrombin-derived peptide THRB consisting of amino acid sequence expressed by SEQ ID NO: 14, Transthyretin-derived peptide TTHY consisting of amino acid sequence expressed by SEQ ID NO: 16, Tumor necrosis factor receptor superfamily member 16-derived peptide TNR16 consisting of amino acid sequence expressed by SEQ ID NO: 18, Complement C4-derived peptide CO4-1 consisting of amino acid sequence expressed by SEQ ID NO: 20, Complement C4-derived peptide CO4-2 consisting of amino acid sequence expressed by SEQ ID NO: 22, Fibrinogen alpha chain-derived peptide FIBA-1 consisting of amino acid sequence expressed by SEQ ID NO: 24, Fibrinogen alpha chain-derived peptide FIBA-2 consisting of amino acid sequence expressed by SEQ ID NO: 26, and Fibrinogen alpha chain-derived peptide FIBA-3 consisting of amino acid sequence expressed by SEQ ID NO: 27 could be used as biomarkers to detect cognitive impairment.

These inventors brought the present invention to perfection by further succeeding in determining simultaneously these many proteins and its partial peptides by using two-dimensional high performance liquid chromatography-MALDI TOF-MS method (mass spectrometry) and immunoMS method.

The features of the present invention are shown below.

[1] A biomarker for detection of cognitive impairment comprising protein fragment or peptide of not less than 5 amino acid residues arising from at least one protein or peptide selected from the group consisting of Complement C3 consisting of amino acid sequence expressed by SEQ ID NO: 1, Transcription factor AP-2 gamma consisting of amino acid sequence expressed by SEQ ID NO: 3, Synapsin-3 consisting of amino acid sequence expressed by SEQ ID NO: 5, Oxytocin receptor consisting of amino acid sequence expressed by SEQ ID NO: 7, Inter-alpha-trypsin inhibitor heavy chain H5-like protein consisting of amino acid sequence expressed by SEQ ID NO: 9, E3 ubiquitin-protein ligase HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 11, Prothrombin consisting of amino acid sequence expressed by SEQ ID NO: 13, Transthyretin consisting of amino acid sequence expressed by SEQ ID NO: 15, Tumor necrosis factor receptor superfamily member 16 consisting of amino acid sequence expressed by SEQ ID NO: 17, Complement C4-A consisting of amino acid sequence expressed by SEQ ID NO: 19, Complement C4-B consisting of amino acid sequence expressed by SEQ ID NO: 21, Fibrinogen alpha chain (isoform 1) consisting of amino acid sequence expressed by SEQ ID NO: 23, and Fibrinogen alpha chain (isoform 2) consisting of amino acid sequence expressed by SEQ ID NO: 25, or a biomarker for detection of cognitive impairment comprising at least one protein or peptide selected from the group consisting of them.

[2] A biomarker for detection of cognitive impairment comprising the peptide selected from the group consisting of Complement C3-derived peptide CO3 consisting of amino acid sequence expressed by SEQ ID NO: 2, Transcription factor AP-2 gamma-derived peptide AP2C consisting of amino acid sequence expressed by SEQ ID NO: 4, Synapsin-3-derived peptide SYN3 consisting of amino acid sequence expressed by SEQ ID NO: 6, Oxytocin receptor-derived peptide OXYR consisting of amino acid sequence expressed by SEQ ID NO: 8, Inter-alpha-trypsin inhibitor heavy chain H5-like protein-derived peptide ITH5L consisting of amino acid sequence expressed by SEQ ID NO: 10, E3 ubiquitin-protein ligase HERC2-derived peptide HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 12, Prothrombin-derived peptide THRB consisting of amino acid sequence expressed by SEQ ID NO: 14, Transthyretin-derived peptide TTHY consisting of amino acid sequence expressed by SEQ ID NO: 16, Tumor necrosis factor receptor superfamily member 16-derived peptide TNR16 consisting of amino acid sequence expressed by SEQ ID NO: 18, Complement C4-derived peptide CO4-1 consisting of amino acid sequence expressed by SEQ ID NO: 20, Complement C4-derived peptide CO4-2 consisting of amino acid sequence expressed by SEQ ID NO: 22, Fibrinogen alpha chain-derived peptide FIBA-1 consisting of amino acid sequence expressed by SEQ ID NO: 24, Fibrinogen alpha chain-derived peptide FIBA-2 consisting of amino acid sequence expressed by SEQ ID NO: 26, and Fibrinogen alpha chain-derived peptide FIBA-3 consisting of amino acid sequence expressed by SEQ ID NO: 27, or a biomarker for detection of cognitive impairment comprising at least one protein or peptide selected from the group consisting of them.

[3] A biomarker of cognitive impairment comprising the peptides selected from the group consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27 that is appeared or increased in biological material of patients of cognitive impairment as compared to biological material of subjects not suffering from psychiatry disease.

[4] A biomarker of Alzheimer disease comprising the peptides selected from the group consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27 that is appeared or increased in biological material of patients of Alzheimer disease as compared to biological material of subjects not suffering from psychiatry disease.

[5] A biomarker of mild cognitive impairment comprising the peptides selected from the group consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27 that is appeared or increased in biological material of patients of mild cognitive impairment as compared to biological material of subjects not suffering from psychiatry disease.

[6] Method for detection of cognitive impairment involving determination in biological material of at least one biomarker for cognitive impairment described in any of to [5].

[7] Method for detection of psychiatry disease described in [6] wherein detection is made either by immunoblot procedure, Western blotting, enzyme-, fluorescence-, or radioisotope-labeled antibody method, mass spectrometry, immunoMS method or surface plasmon resonance method.

[8] A kit for detection of cognitive impairment to determine at least one biomarker described in any of [1] to [5].

[9] A kit for detection of psychiatry disease containing antibody or aptamer to at least one biomarker described in any of to [5].

Advantageous Effect of the Invention

According to the present invention, it is possible to diagnose the subject such as suffering from mild cognitive impairment or cognitive impairment including Alzheimer's disease, when to increase or appear compared to the biological sample of subjects not suffering from psychiatry disease by determining amount of at least one biomarker comprising protein fragment or peptide of not less than 5 amino acid residues arising from at least one protein or peptide selected from the group consisting of Complement C3 consisting of amino acid sequence expressed by SEQ ID NO: 1, Transcription factor AP-2 gamma consisting of amino acid sequence expressed by SEQ ID NO: 3, Synapsin-3 consisting of amino acid sequence expressed by SEQ ID NO: 5, Oxytocin receptor consisting of amino acid sequence expressed by SEQ ID NO: 7, Inter-alpha-trypsin inhibitor heavy chain H5-like protein consisting of amino acid sequence expressed by SEQ ID NO: 9, E3 ubiquitin-protein ligase HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 11, Prothrombin consisting of amino acid sequence expressed by SEQ ID NO: 13, Transthyretin consisting of amino acid sequence expressed by SEQ ID NO: 15, Tumor necrosis factor receptor superfamily member 16 consisting of amino acid sequence expressed by SEQ ID NO: 17, Complement C4-A consisting of amino acid sequence expressed by SEQ ID NO: 19, Complement C4-B consisting of amino acid sequence expressed by SEQ ID NO: 21, Fibrinogen alpha chain (isoform 1) consisting of amino acid sequence expressed by SEQ ID NO: 23, and Fibrinogen alpha chain (isoform 2) consisting of amino acid sequence expressed by SEQ ID NO: 25.

In addition, according to the present invention, it is possible to diagnose the subject such as suffering from mild cognitive impairment or cognitive impairment including Alzheimer's disease, when to increase or appear compared to the biological sample of subjects not suffering from psychiatry disease by determining kind or amount at least one peptide selected from the group consisting of Complement C3-derived peptide CO3 consisting of amino acid sequence expressed by SEQ ID NO: 2, Transcription factor AP-2 gamma-derived peptide AP2C consisting of amino acid sequence expressed by SEQ ID NO: 4, Synapsin-3-derived peptide SYN3 consisting of amino acid sequence expressed by SEQ ID NO: 6, Oxytocin receptor-derived peptide OXYR consisting of amino acid sequence expressed by SEQ ID NO: 8, Inter-alpha-trypsin inhibitor heavy chain H5-like protein-derived peptide ITH5L, consisting of amino acid sequence expressed by SEQ ID NO: 10, E3 ubiquitin-protein ligase HERC2-derived peptide HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 12, Prothrombin-derived peptide THRB consisting of amino acid sequence expressed by SEQ ID NO: 14, Transthyretin-derived peptide TTHY consisting of amino acid sequence expressed by SEQ ID NO: 16, Tumor necrosis factor receptor superfamily member 16-derived peptide TNR16 consisting of amino acid sequence expressed by SEQ ID NO: 18, Complement C4-derived peptide CO4-1 consisting of amino acid sequence expressed by SEQ ID NO: 20, Complement C4-derived peptide CO4-2 consisting of amino acid sequence expressed by SEQ ID NO: 22, Fibrinogen alpha chain-derived peptide FIBA-1 consisting of amino acid sequence expressed by SEQ ID NO: 24, Fibrinogen alpha chain-derived peptide FIBA-2 consisting of amino acid sequence expressed by SEQ ID NO: 26, and Fibrinogen alpha chain-derived peptide FIBA-3 consisting of amino acid sequence expressed by SEQ ID NO: 27.

The present invention provides a diagnostic system that is high in both accuracy and specificity. The present invention enables highly accurate diagnosis of cognitive impairment in which there have been no specific test methods for such biological materials as blood. Furthermore, the biomarkers disclosed in the present invention are highly useful in judgment of drug efficacy.

BRIEF DESCRIPTION OF DRAWINGS

FIG. 1 illustrates the cluster map of Marker A. The dots within the rectangle indicated by (A) are m/z and retention time of the mass peak of Marker A detected from the serum of the individual subject using reverse phase chromatography. The dots in a cluster can be regarded as the same retention time and the same m/z in the error range, and the dots in a cluster are defined to be derived from the same peptide.

FIG. 2 illustrates the results of differential analysis in the case of Marker A. As shown in the amino acid sequences resulting of MS/MS analysis in FIG. 4, Marker A is Complement C3-derived peptides CO3. FIG. 2 shows the comparison between NDC and cognitive impairment (AD, MCI, DLB and FTD) related to CO3.

FIG. 3 illustrates the ROC curves of CO3 expressed by SEQ ID NO: 2. Definition of the ROC curve, see the section on the results of Example. FIG. 3A) shows the ROC curve of the comparison of AD vs. NDC. FIG. 3B) shows the ROC curve of the comparison of MCI vs. NDC.

FIG. 4 illustrates the MS/MS spectrum of CO3 by TOF/TOF mass spectrometer. In FIG. 4 top, it was shown the amino acid sequence of CO3, and it was shown y-ions and b-ions that appear in the MS/MS spectrum.

FIG. 5 illustrates the results of differential analysis of AP2C expressed by SEQ ID NO: 4. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 6 illustrates the results of differential analysis of SYN3 expressed by SEQ ID NO: 6. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 7 illustrates the results of differential analysis of OXYR expressed by SEQ ID NO: 8. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 8 illustrates the results of differential analysis of ITH5L expressed by SEQ ID NO: 10. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 9 illustrates the results of differential analysis of HERC2 expressed by SEQ ID NO: 12. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 10 illustrates the results of differential analysis of THRB expressed by SEQ ID NO: 14. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 11 illustrates the results of differential analysis of TTHY expressed by SEQ ID NO: 16. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 12 illustrates the results of differential analysis of TNR16 expressed by SEQ ID NO: 18. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 13 illustrates the results of differential analysis of CO4-1 expressed by SEQ ID NO: 20. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 14 illustrates the results of differential analysis of CO4-2 expressed by SEQ ID NO: 22. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 15 illustrates the results of differential analysis of FIBA-1 expressed by SEQ ID NO: 24. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 16 illustrates the results of differential analysis of FIBA-2 expressed by SEQ ID NO: 26. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

FIG. 17 illustrates the results of differential analysis of FIBA-3 expressed by SEQ ID NO: 27. This figure shows a comparison between cognitive impairment patients (AD, MCI, DLB, FTD) and subjects not suffering from psychiatry disease (NDC).

DESCRIPTION OF EMBODIMENTS

The present invention is a method for determining the kind and the amount of intact protein and/or its partial peptide when test subject is suffering from cognitive impairment as well as for diagnosing whether test subject is suffering from cognitive impairment. A peptide is generally said to be a chemical entity, made by polymerizing a number of amino acids, of less than 10,000 in molecular weight or by polymerizing several to less than about 50 amino acid residues. While in the present invention a partial peptide of an intact protein can be used as a biomarker for detection of cognitive impairment, such partial peptide is defined as a peptide of less than 10,000 in molecular weight consisting of a part of the amino acid sequence of the intact protein. Such peptide may arise as a partial peptide during the expression by transcription followed by synthesis by translation before maturing into an intact protein or as a peptide produced by enzyme digestion in the body after the intact protein has been synthesized. It is possible that, when the body is in abnormal state suffering from such disease as cognitive impairment, the mechanism for protein synthesis and regulation is de-regulated. In other words, the present invention is also a method for determining if test subject is in normal state or is suffering from cognitive impairment by using the degree of protein synthesis and/or protein digestion as an indicator. The detection of cognitive impairment in the present invention means evaluation and differentiation, i.e., diagnosis of test subject as to whether the subject is suffering from cognitive impairment. The present invention can also include the evaluation of patient's risk of suffering from more serious cognitive impairment.

Specifically, in the method of the present invention, the examples of intact protein that can be used as a cognitive impairment include Complement C3 consisting of amino acid sequence expressed by SEQ ID NO: 1, Transcription factor AP-2 gamma consisting of amino acid sequence expressed by SEQ ID NO: 3, Synapsin-3 consisting of amino acid sequence expressed by SEQ ID NO: 5, Oxytocin receptor consisting of amino acid sequence expressed by SEQ ID NO: 7, Inter-alpha-trypsin inhibitor heavy chain H5-like protein consisting of amino acid sequence expressed by SEQ ID NO: 9, E3 ubiquitin-protein ligase HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 11, Prothrombin consisting of amino acid sequence expressed by SEQ ID NO: 13, Transthyretin consisting of amino acid sequence expressed by SEQ ID NO: 15, Tumor necrosis factor receptor superfamily member 16 consisting of amino acid sequence expressed by SEQ ID NO: 17, Complement C4-A consisting of amino acid sequence expressed by SEQ ID NO: 19, Complement C4-B consisting of amino acid sequence expressed by SEQ ID NO: 21, Fibrinogen alpha chain (isoform 1) consisting of amino acid sequence expressed by SEQ ID NO: 23, and Fibrinogen alpha chain (isoform 2) consisting of amino acid sequence expressed by SEQ ID NO: 25, and further, the peptide fragments that comprise of partial peptides of not less than 5 amino acid residues of these intact proteins can be used as same purpose.

Still further, an example of biomarkers for cognitive impairment of the present invention includes the partial peptides consisting of amino acid sequence expressed by SEQ ID NO: 2 of Complement C3-derived peptide CO3, SEQ ID NO: 4 of Transcription factor AP-2 gamma-derived peptide AP2C, SEQ ID NO: 6 of Synapsin-3-derived peptide SYN3, SEQ ID NO: 8 of Oxytocin receptor-derived peptide OXYR, SEQ ID NO: 10 of Inter-alpha-trypsin inhibitor heavy chain H5-like protein-derived peptide ITH5L, SEQ ID NO: 12 of E3 ubiquitin-protein ligase HERC2-derived peptide HERC2, SEQ ID NO: 14 of Prothrombin-derived peptide THRB, SEQ ID NO: 16 of Transthyretin-derived peptide TTHY, SEQ ID NO: 18 of Tumor necrosis factor receptor superfamily member 16-derived peptide TNR16, SEQ ID NO: 20 of Complement C4-derived peptide CO4-1, SEQ ID NO: 22 of Complement C4-derived peptide CO4-2, SEQ ID NO: 24 of Fibrinogen alpha chain-derived peptide FIBA-1, SEQ ID NO: 26 of Fibrinogen alpha chain-derived peptide FIBA-2, and SEQ ID NO: 27 of Fibrinogen alpha chain-derived peptide FIBA-3. In the present invention, proteins and peptides consisting of amino acid sequences derived from SEQ ID NOS: 1 through 27 by deletion, exchange, and/or addition of one or a few amino acids can be used as biomarkers and are included in the present invention. “One or a few” herein means “one or three,” “one or two,” or “one.” Furthermore, the partial peptides that can be used as biomarkers in the present invention include those peptide fragments consisting of not less than 5 amino acid residues arising respectively from SEQ ID NOS: 1 through 27. The basis for the limitation of peptide fragments consisting of not less than 5 amino acid residues is in the description below in Non-patent Document 2. The document reported that an antibody obtained by using the peptide IRGERA as immunogen, which was the C-terminus (130-135) of histone H3, recognized the peptide IKGERA derived by exchange of K for R and the peptide CGGGERA which was derived by deletion of IR followed by addition of CGG. This demonstrates that the immunogenicity (antigenicity) is recognized by a peptide of not less than 4 amino acid residues. In order to expand this finding to other peptides than the C-terminus of histone H3, the number of amino acid residue is defined as not less than 5 instead of 4 in the present invention. To make such a low molecular weight peptide as the subject of the present invention is important when the method of detection and differentiation uses immunological means including immunoblot, ELISA and immunoMS.

It is to be noted that there are cases where a sugar chain or sugar chains have been added to an intact protein or its partial peptide to form glycated entities. Proteins and partial peptides in glycated form can also be used as biomarkers for detection of cognitive impairment.

It is also to be noted that, in the present invention, biomarker can be quantified or its presence or absence can be determined qualitatively.

Two-dimensional electrophoresis (2-DE) or 2-dimensional chromatography (2-DC) can be used in the present invention to separate biomarkers in biological materials including serum. Known chromatographic methods can be selected from ion-exchange chromatography, reverse-phase chromatography and gel-filtration chromatography. It is also possible to make quantification with the SRM/MRM method in LC-MS/MS technology. Furthermore, the immunoMS method which these inventors have developed, where target protein or peptide is captured by beads (including magnetic ones) with antibody linked to the protein or peptide, eluted from the beads, and determined by mass spectrometry enables convenient determination of presence or absence or the amount of target protein, protein fragment or peptide without the use of 2-DE or chromatography.

It is possible with the use of the method disclosed in the present invention to evaluate at the stage of mild of cognitive dysfunction in test subject and therefore it can be useful in prophylactic medicine. Further, when psychotherapy and/or drug therapy is given to patients with cognitive impairment, it is reflected in the amount of proteins and partial peptides in biological materials such as serum if the progression of the disorder has been inhibited. Therefore, by measuring these proteins and partial peptides, it is possible to evaluate and determine therapeutic effect.

The kind and amount of a protein in biological materials can be determined by various methods. If target protein (including protein fragment and partial peptide) has been characterized and when an antibody (primary antibody) to it has already been obtained, the following methods can be used:

1. Immunoblot

This is one of the simplest methods. Test serum in a fixed amount (about 1 microliter) after stepwise dilution is dropped onto an appropriate membrane such as of nitrocellulose and dried in air. The membrane is treated with a blocking solution containing a protein such as BSA, washed, reacted with primary antibody, and washed. Thereafter, the membrane is reacted with labeled secondary antibody to detect the primary antibody. The membrane is washed and the label is visualized to measure its density.

2. Western Blotting

After separation with one-dimensional or two-dimensional electrophoresis involving isoelectric focusing or SDS-PAGE, proteins are transferred onto such an appropriate membrane as of PVDF and their amounts are determined, as in above-mentioned immunoblot, using primary antibody and labeled secondary antibody.

3. ELISA

Antibody to protein or its partial peptide is fixed to such a plate as a chemically modified microtiter plate. Appropriate amounts of samples after stepwise dilution are applied to the plate and incubated. Proteins and peptides not captured are removed by washing. Next, the plate is incubated with secondary antibody labeled with fluorescent or chemiluminescent substance or enzyme. After addition of respective substrate, fluorescence, chemiluminescence or visible light due to enzyme reaction is measured for evaluation and judgment.

Additional examples of methods are illustrated below (see Patent Document 2) but the invention is not limited by these examples.

4. Methods that Use Microarray (Microchip)

A microarray is a general term for devices where solidified materials with affinity for target substances are arrayed on solid support (plate). In the present invention, antibodies or aptamer to proteins and partial peptides are arrayed. A sample of biological material is placed on the microarray for fixation of target proteins or partial peptides and the microarray is then incubated with secondary antibody labeled with fluorescent or chemiluminescent substance or enzyme. After addition of respective substrate, fluorescence, chemiluminescence or visible light due to enzyme reaction is measured.

5. Mass Spectrometry

In mass spectrometry, for example, antibody to a specified protein or partial peptide is attached to chemically modified microbeads or plate (protein chip). The microbeads could be magnetic beads. There are no requirements for the material of the plate. The antibody to be used could be (1) an antibody which recognizes the full length form of the specified protein only, (2) an antibody which recognizes a partial peptide only, (3) all of antibodies which recognizes both the specified protein and its partial peptide, or a combination of (1) and (2), (1) and (3), or (2) and (3). Samples after stepwise dilution with original solvent or buffer are added to the microbeads or plate carrying antibody or antibodies and incubated. Those proteins and partial peptides not captured are removed by washing. The protein or partial peptide captured by microbeads or plate is eluted, and analyzed by mass spectrometry with MALDI-TOF-MS, SELDI-TOF-MS, etc. Measurements are made with respect to the mass and intensity of the peak due to the protein, protein fragment or partial peptide. Prior to the measurements a fixed amount of substance serving as the internal standard is added to the original biological material and the intensity of its peak is also measured. The concentration of the target in the original biological material can be calculated from the ratio of peak intensity of the target to the peak intensity of the internal standard. This is called immunoMS method. Further, it is possible to make quantification, after the sample is diluted with original solvent or buffer, or after part of proteins are removed, by separation with HPLC followed by mass spectrometry with electrospray ionization (ESI) method. Therein the SRM/MRM method can be utilized for absolute quantification with the use of an isotope-labeled internal standard peptide.

Furthermore, in addition to the above-mentioned methods, it is possible to analyze proteins and partial peptides by using 2-DE, surface plasmon resonance, etc.

The present invention includes the method to detect cognitive impairment from the presence or absence or amount of the above-mentioned biomarker after applying biological material obtained from test subject to 2-DE or surface plasmon resonance.

Examples

Discovery of a marker peptide for detection of cognitive impairment using two-dimensional liquid chromatography-mass spectrometry (2D-LC-MALDI TOF-MS).

(1) Serum Samples.

Followings, the characters before the parenthesis are an abbreviation. A sera obtained from 40 AD (Alzheimer's disease), 35MCI (mild cognitive impairment), 13 DLB (Dementia with Lewy bodies), 7 FTD (frontotemporal lobar degeneration), and 21 NDC (subjects not suffering from psychiatry disease) were used.

(2) Methods

After 475 μl of 0.1% trifluoroacetic acid (TFA) were added in each of 25 μl of sera, samples were boiled for 15 min at 100 degrees. Subsequently, in order to recover peptides of molecular weight of 10,000 or less, ultrafiltration were performed by using YM-10 filter unit (Millipore Corp.). Then the analysis using 2D-LC-MALDI TOF-MS were performed as follows. In other words, recovering samples were fractionated to 382 fractions per sample by using two-dimensional HPLC (SCX cation exchange column at one-dimension and C18 reverse-phase column at two-dimension). The samples were fractionated into two fractions by SCX cation exchange column, namely, SCX 1 fraction is through fraction, SCX 2 fraction is the fraction that eluted with 100% salt solution. Two fractions that were fractionated by SCX, respectively, were fractionated 191 fractions by C18 reverse phase column chromatography. It was eluted with 6 seconds in one fraction, and the retention times were calculated by multiplying the number of minus 1 from number of eluted fractions to 6 seconds. All fractionated samples were spotted on MALDI target plate (MTP AnchorChip™ 600/384 plate, BRUKER DALTONICS) for MALDI TOF/TOF mass spectrometer (ultraflex TOF/TOF, BRUKER DALTONICS) using a spotting robot (AccuSpot, SHIMADZU) that is connected online, and matrix solution (alpha-cyano-hydroxycinnamic acid, CHCA) were mixed and crystallized. After mounting MALDI target plate into ultraflex TOF/TOF, the mass and the peak area of the mass were measured automatically in reflectron mode by irradiating to crystallized sample by laser. Peak area was normalized with 250 fmole of per each well of bradykinin 1-7 fragment that was added into matrix solution in advance. In other words, the area value was calculated dividing the peak area of specific mass in sample by the peak area obtained from bradykinin 1-7 fragment. This area value is corresponding in 25 μl of sample serum. Detection of difference in abundance of peptides in serum between groups (called differential analysis) was performed using multi-group statistical analysis software Parnassum™ (MCBI) developed by us. Peptide that was observed to difference in abundance was directly determined amino acid sequence in MS/MS analysis by ultraflex TOF/TOF, and intact proteins or peptides of their origin were identified.

(3) Results

The following shows the result of differential analysis by Parnassum software for data of serum individual subjects obtained using 2D-LC MALDI TOF-MS. FIG. 1 shows the result that was obtained from sample that was applied to 2D-LC-MALDI TOF-MS. Sample was fractionated into 2 fractions by SCX cation exchange column in the first dimension, then first fractions from SCX column (SCX 1) were fractionated into 191 fractions by C18 reverse-phase column. Mass spectra of 191 fractions were obtained by MALDI TOF-MS measuring. As the horizontal axis is the m/z and the vertical axis is the fractions of reverse-phase column chromatography, FIG. 1 was visualized by Parnassum software developed by present inventors. The dots in FIG. 1 shows respectively TOF-MS peak derived from the individual subject. The sections that dots are gathered can be regarded as the same retention time and the same m/z in the error range, and the dots in the sections are defined to be derived from the same peptide. These sections are referred to as clusters. Section (A) of FIG. 1 shows cluster of Marker A.

FIG. 2 shows the results of differential analysis in the case of Marker A. As shown in FIG. 4, Marker A is Complement C3-derived peptides CO3. FIG. 2 shows the comparison between subjects not suffering from psychiatry disease (NDC) and cognitive impairment (AD, MCI, DLB and FTD) related to CO3. In the results of t-test, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC (p<0.05).

From the results of FIG. 2, in order to evaluate the extent to which the Marker A is useful as biomarker, the analysis by receiver operating characteristic (ROC) curve was performed. A) and B) in FIG. 3 shows respectively the ROC curve of the comparison of AD vs. NDC and MCI vs. NDC. If the area value (hereinafter referred to as the AUC value) of under the ROC curve is close to 1, the usefulness as biomarker of Marker A will be higher. In A) and B) of FIG. 3, the typical values of sensitivity and specificity are the values of the point (open square in the figure) of the coordinate on ROC curve that the distance is minimized when a straight line was drawn to ROC curve from the point of 100% on y-axis. The value of cut-off giving this point becomes a useful threshold to distinguish between the different groups, and the values of sensitivity and specificity at that time (i.e., above the typical values) becomes an indicator of the usefulness of biomarkers together with AUC values. In A) of FIG. 3, as typical values in AD vs. NDC, the sensitivity was 73.0%, the specificity was 100%, and the AUC value was 0.88. In B) of FIG. 3, as typical values in MCI vs. NDC, the sensitivity was 70.6%, the specificity was 89.5%, and the AUC value was 0.83.

Thus, it was revealed that Marker A was useful to distinguish AD and MCI with NDC. In particular, since MCI is the state of previous stage of AD, Marker A is considered to be an extremely useful marker to detect MCI for early diagnosis of potential subjects to migrate to AD.

FIG. 4, for Marker A, illustrates the results of MS/MS spectrum using ultraflex TOF/TOF. The signals that show y-ions and b-ions have enough appeared, and the amino acid sequence could be readily identified. Mascot search was performed on this result and the protein of origin or the peptide (hereinafter referred to as intact proteins or peptides) is Complement C3, and the detected peptide was found that the sequence is APVIHQEMIGGLRN (SEQ ID NO: 2). CO3 of entry name of Swiss-Prot against Complement C3 will use as an abbreviation of the peptide name. Followings, for peptides other than CO3, entry name will use as peptide name, similarly.

Including the Marker A, the peptides that have difference in abundance between the groups in serum were measured MS/MS spectra using ultraflex TOF/TOF, and in addition to determining the amino acid sequence, the results identified intact proteins or peptides were shown below. For peptides other than Marker A, the signals that show y-ions and b-ions has enough appeared, and the amino acid sequence could be readily identified. The following amino acid sequence that shows a set of two sequences, the first sequence shows the amino acid sequence of intact proteins, and the second sequence shows the amino acid sequence of peptide detected by 2D-LC MALDI TOF-MS. The peptide comprising of the underlined portion in the first sequence correspond to the sequence of peptide detected by 2D-LC MALDI TOF-MS. The amino acid sequence starting at 0001 in the sequence shows the sequence of the N-terminus side.

(1) Complement C3-Derived Peptide CO3

CO3 shown as SEQ ID NO: 2 had formed a cluster by clustering using Parnassum software.

As shown in FIG. 2, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC (t-test, p<0.05). Thus, it was revealed that CO3 shown as SEQ ID NO: 2 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See FIG. 3A), 3B) and Table 1). Intact protein/peptide

(SEQ ID NO: 1) 0001 SPMYSIITPN ILRLESEETM VLEAHDAQGD VPVTVTVHDF PGKKLVLSSE 0051 KTVLTPATNH MGNVTFTIPA NREFKSEKGR NKFVTVQATF GTQVVEKVVL 0101 VSLQSGYLFI QTDKTIYTPG STVLYRIFTV NHKLLPVGRT VMVNIENPEG 0151 IPVKQDSLSS QNQLGVLPLS WDIPELVNMG QWKIRAYYEN SPQQVFSTEF 0201 EVKEYVLPSF EVIVEPTEKF YYIYNEKGLE VTITARFLYG KKVEGTAFVI 0251 FGIQDGEQRI SLPESLKRIP IEDGSGEVVL SRKVLLDGVQ NPRAEDLVGK 0301 SLYVSATVIL HSGSDMVQAE RSGIPIVTSP YQIHFTKTPK YFKPGMPFDL 0351 MVFVTNPDGS PAYRVPVAVQ GEDTVQSLTQ GDGVAKLSIN THPSQKPLSI 0401 TVRTKKQELS EAEQATRTMQ ALPYSTVGNS NNYLHLSVLR TELRPGETLN 0451 VNFLLRMDRA HEAKIRYYTY LIMNKGRLLK AGRQVREPGQ DLVVLPLSIT 0501 TDFIPSFRLV AYYTLIGASG QREVVADSVW VDVKDSCVGS LVVKSGQSED 0551 RQPVPGQQMT LKIEGDHGAR VVLVAVDKGV FVLNKKNKLT QSKIWDVVEK 0601 ADIGCTPGSG KDYAGVFSDA GLTFTSSSGQ QTAQRAELQC PQPAARRRRS 0651 VQLTEKRMDK VGKYPKELRK CCEDGMRENP MRFSCQRRTR FISLGEACKK 0701 VFLDCCNYIT ELRRQHARAS HLGLARSNLD EDIIAEENIV SRSEFPESWL 0751 WNVEDLKEPP KNGISTKLMN IFLKDSITTW EILAVSMSDK KGICVADPFE 0801 VTVMQDFFID LRLPYSVVRN EQVEIRAVLY NYRQNQELKV RVELLHNPAF 0851 CSLATTKRRH QQTVTIPPKS SLSVPYVIVP LKTGLQEVEV KAAVYHHFIS 0901 DGVRKSLKVV PEGIRMNKTV AVRTLDPERL GREGVQKEDI PPADLSDQVP 0951 DTESETRILL QGTPVAQMTE DAVDAERLKH LIVTPSGCGE QNMIGMTPTV 1001 IAVHYLDETE QWEKFGLEKR QGALELIKKG YTQQLAFRQP SSAFAAFVKR 1051 APSTWLTAYV VKVFSLAVNL IAIDSQVLCG AVKWLILEKQ KPDGVFQEDA 1101 PVIHQEMIGG LRNNNEKDMA LTAFVLISLQ EAKDICEEQV NSLPGSITKA 1151 GDFLEANYMN LQRSYTVAIA GYALAQMGRL KGPLLNKFLT TAKDKNRWED 1201 PGKQLYNVEA TSYALLALLQ LKDFDFVPPV VRWLNEQRYY GGGYGSTQAT 1251 FMVFQALAQY QKDAPDHQEL NLDVSLQLPS RSSKITHRIH WESASLLRSE 1301 ETKENEGFTV TAEGKGQGTL SVVTMYHAKA KDQLTCNKFD LKVTIKPAPE 1351 TEKRPQDAKN TMILEICTRY RGDQDATMSI LDISMMTGFA PDTDDLKQLA 1401 NGVDRYISKY ELDKAFSDRN TLIIYLDKVS HSEDDCLAFK VHQYFNVELI 1451 QPGAVKVYAY YNLEESCTRF YHPEKEDGKL NKLCRDELCR CAEENCFIQK 1501 SDDKVTLEER LDKACEPGVD YVYKTRLVKV QLSNDFDEYI MAIEQTIKSG 1551 SDEVQVGQQR TFISPIKCRE ALKLEEKKHY LMWGLSSDFW GEKPNLSYII 1601 GKDTWVEHWP EEDECQDEEN QKQCQDLGAF TESMVVFGCP N

Complement C3-Derived Peptide CO3

(SEQ ID NO: 2) APVIHQEMIGGLRN

(2) Transcription Factor AP-2 Gamma-Derived Peptide AP2C

For AP2C shown as SEQ ID NO: 4, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 5)

Thus, it was revealed that AP2C shown as SEQ ID NO: 4 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 3) 0001 MLWKITDNVK YEEDCEDRHD GSSNGNPRVP HLSSAGQHLY SPAPPLSHTG 0051 VAEYQPPPYF PPPYQQLAYS QSADPYSHLG EAYAAAINPL HQPAPTGSQQ 0101 QAWPGRQSQE GAGLPSHHGR PAGLLPHLSG LEAGAVSARR DAYRRSDLLL 0151 PHAHALDAAG LAENLGLHDM PHQMDEVQNV DDQHLLLHDQ TVIRKGPISM 0201 TKNPLNLPCQ KELVGAVMNP TEVFCSVPGR LSLLSSTSKY KVTVAEVQRR 0251 LSPPECLNAS LLGGVLRRAK SKNGGRSLRE KLDKIGLNLP AGRRKAAHVT 0301 LLTSLVEGEA VHLARDFAYV CEAEFPSKPV AEYLTRPHLG GRNEMAARKN 0351 MLLAAQQLCK EFTELLSQDR TPHGTSRLAP VLETNIQNCL SHFSLITHGF 0401 GSQAICAAVS ALQNYIKEAL IVIDKSYMNP GDQSPADSNK TLEKMEKHRK

Transcription Factor AP-2 Gamma-Derived Peptide AP2C

(SEQ ID NO: 4) PGRQSQEGAGLPSHHG

(3) Synapsin-3-Derived Peptide SYN3

For SYN3 shown as SEQ ID NO: 6, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 6)

Thus, it was revealed that SYN3 shown as SEQ ID NO: 6 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 5) 0001 MNFLRRRLSD SSFMANLPNG YMTDLQRPDS STSSPASPAM ERRHPQPLAA 0051 SFSSPGSSLF SSLSSAMKQA PQATSGLMEP PGPSTPIVQR PRILLVIDDA 0101 HTDWSKYFHG KKVNGEIEIR VEQAEFSELN LAAYVTGGCM VDMQVVRNGT 0151 KVVSRSFKPD FILVRQHAYS MALGEDYRSL VIGLQYGGLP AVNSLYSVYN 0201 FCSKPWVFSQ LIKIFHSLGP EKFPLVEQTF FPNHKPMVTA PHFPVVVKLG 0251 HAHAGMGKIK VENQLDFQDI TSVVAMAKTY ATTEAFIDSK YDIRIQKIGS 0301 NYKAYMRTSI SGNWKANTGS AMLEQVAMTE RYRLWVDSCS EMFGGLDICA 0351 VKAVHSKDGR DYIIEVMDSS MPLIGEHVEE DRQLMADLVV SKMSQLPMPG 0401 GTAPSPLRPW APQIKSAKSP GQAQLGPQLG QPQPRPPPQG GPRQAQSPQP 0451 QRSGSPSQQR LSPQGQQPLS PQSGSPQQQR SPGSPQLSRA SSGSSPNQAS 0501 KPGATLASQP RPPVQGRSTS QQGEESKKPA PPHPHLNKSQ SLTNSLSTSD 0551 TSQRGTPSED EAKAETIRNL RKSFASLFSD

Synapsin-3-Derived Peptide SYN3

(SEQ ID NO: 6) EMFGGLDICAVKAVHSK

(4) Oxytocin Receptor-Derived Peptide OXYR

For OXYR shown as SEQ ID NO: 8, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 7) Thus, it was revealed that OXYR shown as SEQ ID NO: 8 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 7) 0001 MEGALAANWS AEAANASAAP PGAEGNRTAG PPRRNEALAR VEVAVLCLIL 0051 LLALSGNACV LLALRTTRQK HSRLFFFMKH LSIADLVVAV FQVLPQLLWD 0101 ITFRFYGPDL LCRLVKYLQV VGMFASTYLL LLMSLDRCLA ICQPLRSLRR 0151 RTDRLAVLAT WLGCLVASAP QVHIFSLREV ADGVFDCWAV FIQPWGPKAY 0201 ITWITLAVYI VPVIVLAACY GLISFKIWQN LRLKTAAAAA AEAPEGAAAG 0251 DGGRVALARV SSVKLISKAK IRTVKMTFII VLAFIVCWTP FFFVQMWSVW 0301 DANAPKEASA FIIVMLLASL NSCCNPWIYM LFTGHLFHEL VQRFLCCSAS 0351 YLKGRRLGET SASKKSNSSS FVLSHRSSSQ RSCSQPSTA

Oxytocin Receptor-Derived Peptide OXYR

(SEQ ID NO: 8) AAPPGAEGNRT

(5) Inter-Alpha-Trypsin Inhibitor Heavy Chain H5-Like Protein-Derived Peptide ITH5L

For ITH5L shown as SEQ ID NO: 10, area values of cognitive impairment (AD, MCI and DLB) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 8)

Thus, it was revealed that ITH5L shown as SEQ ID NO: 10 was useful to distinguish patient of cognitive impairment (AD, MCI and DLB) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 9) 0001 GPPVPASSST KLLMTSYSMR STVVSRYAHT LVTSVLFNPH AEAHEAIFDL 0051 DLPHLAFISN FTMTINNKVY IAEVKEKHQA KKIYEEAHQQ GKTAAHVGIR 0101 DRESEKFRIS TSLAAGTEVT FSLAYEELLQ RHQGQYQLVV SLRPGQLVKR 0151 LSIEVTVSER TGISYVHIPP LRTGRLRTNA HASEVDSPPS TRIERGETCV 0201 RITYCPTLQD QSSISGSGIM ADFLVQYDVV MEDIIGDVQI YDDYFIHYFA 0251 PRGLPPMEKN VVFVIDVSSS MFGTKMEQTK TAMNVILSDL QANDYFNIIS 0301 FSDTVNVWKA GGSIQATIQN VHSAKDYLHC MEADGWTDVN SALLAAASVL 0351 NHSNQEPGRG PSVGRIPLII FLTDGEPTAG VTTPSVILSN VRQALGHRVS 0401 LFSLAFGDDA DFTLLRRLSL ENRGIARRIY EDTDAALQLK GLYEEISMPL 0451 LADVRLNYLG GLVGASPWAV FPNYFGGSEL VVAGQVQPGK QELGIHLAAR 0501 GPKDQLLVAH HSEGATNNSQ KAFGCPGEPA PNVAHFIRRL WAYVTIGELL 0551 DAHFQARDTT TRHLLAAKVL NLSLEYNFVT PLTSLVMVQP KQASEETRRQ 0601 TSTSAGPDTI MPSSSSRHGL GVSTAQPALV PKVISPKSRP VKPKFYLSST 0651 TTASTKKMLS SKELEPLGES PHTLSMPTYP KAKIPAQQDS GTLAQPTLRT 0701 KPTILVPSNS GTLLPLKPGS LSHQNPDILP TNSRTQVPPV KPGIPASPKA 0751 DTVKCVTPLH SKPGAPSHPQ LGALTSQAPK GLPQSRPGVS TLQVPKYPLH 0801 TRPRVPAPKT RNNMPHLGPG ILLSKTPKIL LSLKPSAPPH QISTSISLSK 0851 PETPNPHMPQ TPLPPRPDRP RPPLPESLST FPNTISSSTG PSSTTTTSVL 0901 GEPLPMPFTP TLPPGRFWHQ YDLLPGPQRT RQVLGPSRPG VPTMSLLNSS 0951 RPTPEGSPPN LPILLPSSIL PEAISLLLLP EELELLSESM VESKFVESLN 1001 PPAFYTFLTP DEDGSPNWDG NSEEILGGAG GSMESQGSSV GLAKGTLPSI 1051 FTFSSSVDGD PHFVIQIPHS EEKICFTLNG HPGDLLQLIE DPKAGLHVSG 1101 KLLGAPPRPG HKDQTRTYFQ IITVTTDKPR AYTITISRSS ISLRGEGTLR 1151 LSWDQPALLK RPQLELYVAA AARLTLRLGP YLEFLVLRHR YRHPSTLQLP 1201 HLGFYVANGS GLSPSARGLI GQFQHADIRL VTGPMGPCLR RHHGPDVPVI 1251 LGKRLLKDSP RLLPRWASCW LVKRSHVELL LGHPYLSYVL

Inter-Alpha-Trypsin Inhibitor Heavy Chain H5-Like Protein-Derived Peptide ITH5L

(SEQ ID NO: 10) RVSLFSLAFGDDAD

(6) E3 Ubiquitin-Protein Ligase HERC2-Derived Peptide HERC2

For HERC2 shown as SEQ ID NO: 12, area values of cognitive impairment (AD, MCI and DLB) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 9)

Thus, it was revealed that HERC2 shown as SEQ ID NO: 12 was useful to distinguish patient of cognitive impairment (AD, MCI and DLB) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 11) 0001 MPSESFCLAA QARLDSKWLK TDIQLAFTRD GLCGLWNEMV KDGEIVYTGT 0051 ESTQNGELPP RKDDSVEPSG TKKEDLNDKE KKDEEETPAP IYRAKSILDS 0101 WVWGKQPDVN ELKECLSVLV KEQQALAVQS ATTTLSALRL KQRLVILERY 0151 FIALNRTVFQ ENVKVKWKSS GISLPPVDKK SSRPAGKGVE GLARVGSRAA 0201 LSFAFAFLRR AWRSGEDADL CSELLQESLD ALRALPEASL FDESTVSSVW 0251 LEVVERATRF LRSVVTGDVH GTPATKGPGS IPLQDQHLAL AILLELAVQR 0301 GTLSQMLSAI LLLLQLWDSG AQETDNERSA QGTSAPLLPL LQRFQSIICR 0351 KDAPHSEGDM HLLSGPLSPN ESFLRYLTLP QDNELAIDLR QTAVVVMAHL 0401 DRLATPCMPP LCSSPTSHKG SLQEVIGWGL IGWKYYANVI GPIQCEGLAN 0451 LGVTQIACAE KRFLILSRNG RVYTQAYNSD TLAPQLVQGL ASRNIVKIAA 0501 HSDGHHYLAL AATGEVYSWG CGDGGRLGHG DTVPLEEPKV ISAFSGKQAG 0551 KHVVHIACGS TYSAAITAEG ELYTWGRGNY GRLGHGSSED EAIPMLVAGL 0601 KGLKVIDVAC GSGDAQTLAV TENGQVWSWG DGDYGKLGRG GSDGCKTPKL 0651 IEKLQDLDVV KVRCGSQFSI ALTKDGQVYS WGKGDNQRLG HGTEEHVRYP 0701 KLLEGLQGKK VIDVAAGSTH CLALTEDSEV HSWGSNDQCQ HFDTLRVTKP 0751 EPAALPGLDT KHIVGIACGP AQSFAWSSCS EWSIGLRVPF VVDICSMTFE 0801 QLDLLLRQVS EGMDGSADWP PPQEKECVAV ATLNLLRLQL HAAISHQVDP 0851 EFLGLGLGSI LLNSLKQTVV TLASSAGVLS TVQSAAQAVL QSGWSVLLPT 0901 AEERARALSA LLPCAVSGNE VNISPGRRFM IDLLVGSLMA DGGLESALHA 0951 AITAEIQDIE AKKEAQKEKE IDEQEANAST FHRSRTPLDK DLINTGICES 1001 SGKQCLPLVQ LIQQLLRNIA SQTVARLKDV ARRISSCLDF EQHSRERSAS 1051 LDLLLRFQRL LISKLYPGES IGQTSDISSP ELMGVGSLLK KYTALLCTHI 1101 GDILPVAASI ASTSWRHFAE VAYIVEGDFT GVLLPELVVS IVLLLSKNAG 1151 LMQEAGAVPL LGGLLEHLDR FNHLAPGKER DDHEELAWPG IMESFFTGQN 1201 CRNNEEVTLI RKADLENHNK DGGFWTVIDG KVYDIKDFQT QSLTGNSILA 1251 QFAGEDPVVA LEAALQFEDT RESMHAFCVG QYLEPDQEIV TIPDLGSLSS 1301 PLIDTERNLG LLLGLHASYL AMSTPLSPVE IECAKWLQSS IFSGGLQTSQ 1351 IHYSYNEEKD EDHCSSPGGT PASKSRLCSH RRALGDHSQA FLQAIADNNI 1401 QDHNVKDFLC QIERYCRQCH LTTPIMFPPE HPVEEVGRLL LCCLLKHEDL 1451 GHVALSLVHA GALGIEQVKH RTLPKSVVDV CRVVYQAKCS LIKTHQEQGR 1501 SYKEVCAPVI ERLRFLFNEL RPAVCNDLSI MSKFKLLSSL PRWRRIAQKI 1551 IRERRKKRVP KKPESTDDEE KIGNEESDLE EACILPHSPI NVDKRPIAIK 1601 SPKDKWQPLL STVTGVHKYK WLKQNVQGLY PQSPLLSTIA EFALKEEPVD 1651 VEKMRKCLLK QLERAEVRLE GIDTILKLAS KNFLLPSVQY AMFCGWQRLI 1701 PEGIDIGEPL TDCLKDVDLI PPFNRMLLEV TFGKLYAWAV QNIRNVLMDA 1751 SAKFKELGIQ PVPLQTITNE NPSGPSLGTI PQARFLLVML SMLTLQHGAN 1801 NLDLLLNSGM LALTQTALRL IGPSCDNVEE DMNASAQGAS ATVLEETRKE 1851 TAPVQLPVSG PELAAMMKIG TRVMRGVDWK WGDQDGPPPG LGRVIGELGE 1901 DGWIRVQWDT GSTNSYRMGK EGKYDLKLAE LPAAAQPSAE DSDTEDDSEA 1951 EQTERNIHPT AMMFTSTINL LQTLCLSAGV HAEIMQSEAT KTLCGLLRML 2001 VESGTTDKTS SPNRLVYREQ HRSWCTLGFV RSIALTPQVC GALSSPQWIT 2051 LLMKVVEGHA PFTATSLQRQ ILAVHLLQAV LPSWDKTERA RDMKCLVEKL 2101 FDFLGSLLTT CSSDVPLLRE STLRRRRVRP QASLTATHSS TLAEEVVALL 2151 RTLHSLTQWN GLINKYINSQ LRSITHSFVG RPSEGAQLED YFPDSENPEV 2201 GGLMAVLAVI GGIDGRLRLG GQVMHDEFGE GTVTRITPKG KITVQFSDMR 2251 TCRVCPLNQL KPLPAVAFNV NNLPFTEPML SVWAQLVNLA GSKLEKHKIK 2301 KSTKQAFAGQ VDLDLLRCQQ LKLYILKAGR ALLSHQDKLR QILSQPAVQE 2351 TGTVHTDDGA VVSPDLGDMS PEGPQPPMIL LQQLLASATQ PSPVKAIFDK 2401 QELEAAALAV CQCLAVESTH PSSPGFEDCS SSEATTPVAV QHIRPARVKR 2451 RKQSPVPALP IVVQLMEMGF SRRNIEFALK SLTGASGNAS SLPGVEALVG 2501 WLLDHSDIQV TELSDADTVS DEYSDEEVVE DVDDAAYSMS TGAVVTESQT 2551 YKKRADFLSN DDYAVYVREN IQVGMMVRCC RAYEEVCEGD VGKVIKLDRD 2601 GLHDLNVQCD WQQKGGTYWV RYIHVELIGY PPPSSSSHIK IGDKVRVKAS 2651 VTTPKYKWGS VTHQSVGVVK AFSANGKDII VDFPQQSHWT GLLSEMELVP 2701 SIHPGVTCDG CQMFPINGSR FKCRNCDDFD FCETCFKTKK HNTRHTFGRI 2751 NEPGQSAVFC GRSGKQLKRC HSSQPGMLLD SWSRMVKSLN VSSSVNQASR 2801 LIDGSEPCWQ SSGSQGKHWI RLEIFPDVLV HRLKMIVDPA DSSYMPSLVV 2851 VSGGNSLNNL IELKTININP SDTTVPLLND CTEYHRYIEI AIKQCRSSGI 2901 DCKIHGLILL GRIRAEEEDL AAVPFLASDN EEEEDEKGNS GSLIRKKAAG 2951 LESAATIRTK VFVWGLNDKD QLGGLKGSKI KVPSFSETLS ALNVVQVAGG 3001 SKSLFAVTVE GKVYACGEAT NGRLGLGISS GTVPIPRQIT ALSSYVVKKV 3051 AVHSGGRHAT ALTVDGKVFS WGEGDDGKLG HFSRMNCDKP RLIEALKTKR 3101 IRDIACGSSH SAALTSSGEL YTWGLGEYGR LGHGDNTTQL KPKMVKVLLG 3151 HRVIQVACGS RDAQTLALTD EGLVFSWGDG DFGKLGRGGS EGCNIPQNIE 3201 RLNGQGVCQI ECGAQFSLAL TKSGVVWTWG KGDYFRLGHG SDVHVRKPQV 3251 VEGLRGKKIV HVAVGALHCL AVTDSGQVYA WGDNDHGQQG NGTTTVNRKP 3301 TLVQGLEGQK ITRVACGSSH SVAWTTVDVA TPSVHEPVLF QTARDPLGAS 3351 YLGVPSDADS SAASNKISGA SNSKPNRPSL AKILLSLDGN LAKQQALSHI 3401 LTALQIMYAR DAVVGALMPA AMIAPVECPS FSSAAPSDAS AMASPMNGEE 3451 CMLAVDIEDR LSPNPWQEKR EIVSSEDAVT PSAVTPSAPS ASARPFIPVT 3501 DDLGAASIIA ETMTKTKEDV ESQNKAAGPE PQALDEFTSL LIADDTRVVV 3551 DLLKLSVCSR AGDRGRDVLS AVLSGMGTAY PQVADMLLEL CVTELEDVAT 3601 DSQSGRLSSQ PVVVESSHPY TDDTSTSGTV KIPGAEGLRV EFDRQCSTER 3651 RHDPLTVMDG VNRIVSVRSG REWSDWSSEL RIPGDELKWK FISDGSVNGW 3701 GWRFTVYPIM PAAGPKELLS DRCVLSCPSM DLVTCLLDFR LNLASNRSIV 3751 PRLAASLAAC AQLSALAASH RMWALQRLRK LLTTEFGQSI NINRLLGEND 3801 GETRALSFTG SALAALVKGL PEALQRQFEY EDPIVRGGKQ LLHSPFFKVL 3851 VALACDLELD TLPCCAETHK WAWFRRYCMA SRVAVALDKR TPLPRLFLDE 3901 VAKKIRELMA DSENMDVLHE SHDIFKREQD EQLVQWMNRR PDDWTLSAGG 3951 SGTIYGWGHN HRGQLGGIEG AKVKVPTPCE ALATLRPVQL IGGEQTLFAV 4001 TADGKLYATG YGAGGRLGIG GTESVSTPTL LESIQHVFIK KVAVNSGGKH 4051 CLALSSEGEV YSWGEAEDGK LGHGNRSPCD RPRVIESLRG IEVVDVAAGG 4101 AHSACVTAAG DLYTWGKGRY GRLGHSDSED QLKPKLVEAL QGHRVVDIAC 4151 GSGDAQTLCL TDDDTVWSWG DGDYGKLGRG GSDGCKVPMK IDSLTGLGVV 4201 KVECGSQFSV ALTKSGAVYT WGKGDYHRLG HGSDDHVRRP RQVQGLQGKK 4251 VIAIATGSLH CVCCTEDGEV YTWGDNDEGQ LGDGTTNAIQ RPRLVAALQG 4301 KKVNRVACGS AHTLAWSTSK PASAGKLPAQ VPMEYNHLQE IPIIALRNRL 4351 LLLHHLSELF CPCIPMFDLE GSLDETGLGP SVGFDTLRGI LISQGKEAAF 4401 RKVVQATMVR DRQHGPVVEL NRIQVKRSRS KGGLAGPDGT KSVFGQMCAK 4451 MSSFGPDSLL LPHRVWKVKF VGESVDDCGG GYSESIAEIC EELQNGLTPL 4501 LIVTPNGRDE SGANRDCYLL SPAARAPVHS SMFRFLGVLL GIAIRTGSPL 4551 SLNLAEPVWK QLAGMSLTIA DLSEVDKDFI PGLMYIRDNE ATSEEFEAMS 4601 LPFTVPSASG QDIQLSSKHT HITLDNRAEY VRLAINYRLH EFDEQVAAVR 4651 EGMARVVPVP LLSLFTGYEL ETMVCGSPDI PLHLLKSVAT YKGIEPSASL 4701 IQWFWEVMES FSNTERSLFL RFVWGRTRLP RTIADFRGRD FVIQVLDKYN 4751 PPDHFLPESY TCFFLLKLPR YSCKQVLEEK LKYAIHFCKS IDTDDYARIA 4801 LTGEPAADDS SDDSDNEDVD SFASDSTQDY LTGH

E3 Ubiquitin-Protein Ligase HERC2-Derived Peptide HERC2

(SEQ ID NO: 12) KLAELPAAAQPSAEDSD

(7) Prothrombin-Derived Peptide THRB

For THRB shown as SEQ ID NO: 14, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 10)

Thus, it was revealed that THRB shown as SEQ ID NO: 14 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 13) 0001 ANTFLEEVRK GNLERECVEE TCSYEEAFEA LESSTATDVF WAKYTACETA 0051 RTPRDKLAAC LEGNCAEGLG TNYRGHVNIT RSGIECQLWR SRYPHKPEIN 0101 STTHPGADLQ ENFCRNPDSS TTGPWCYTTD PTVRRQECSI PVCGQDQVTV 0151 AMTPRSEGSS VNLSPPLEQC VPDRGQQYQG RLAVTTHGLP CLAWASAQAK 0201 ALSKHQDFNS AVQLVENFCR NPDGDEEGVW CYVAGKPGDF GYCDLNYCEE 0251 AVEEETGDGL DEDSDRAIEG RTATSEYQTF FNPRTFGSGE ADCGLRPLFE 0301 KKSLEDKTER ELLESYIDGR IVEGSDAEIG MSPWQVMLFR KSPQELLCGA 0351 SLISDRWVLT AAHCLLYPPW DKNFTENDLL VRIGKHSRTR YERNIEKISM 0401 LEKIYIHPRY NWRENLDRDI ALMKLKKPVA FSDYIHPVCL PDRETAASLL 0451 QAGYKGRVTG WGNLKETWTA NVGKGQPSVL QVVNLPIVER PVCKDSTRIR 0501 ITDNMFCAGY KPDEGKRGDA CEGDSGGPFV MKSPFNNRWY QMGIVSWGEG 0551 CDRDGKYGFY THVFRLKKWI QKVIDQFGE

Prothrombin-Derived Peptide THRB

(SEQ ID NO: 14) TATSEYQTFFNPRTFGSGEAD

(8) Transthyretin-Derived Peptide TTHY

For TTHY shown as SEQ ID NO: 16, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 11)

Thus, it was revealed that TTHY shown as SEQ ID NO: 16 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 15) 0001 GPTGTGESKC PLMVKVLDAV RGSPAINVAV HVFRKAADDT WEPFASGKTS 0051 ESGELHGLTT EEEFVEGIYK VEIDTKSYWK ALGISPFHEH AEVVFTANDS 0101 GPRRYTIAAL LSPYSYSTTA VVTNPKE

Transthyretin-Derived Peptide TTHY

(SEQ ID NO: 16) AVRGSPAINVAVHVFRKAAD

(9) Tumor Necrosis Factor Receptor Superfamily Member 16-Derived Peptide TNR16

For TNR16 shown as SEQ ID NO: 18, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 12)

Thus, it was revealed that TNR16 shown as SEQ ID NO: 18 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 17) 0001 KEACPTGLYT HSGECCKACN LGEGVAQPCG ANQTVCEPCL DSVTFSDVVS 0051 ATEPCKPCTE CVGLQSMSAP CVEADDAVCR CAYGYYQDET TGRCEACRVC 0101 EAGSGLVFSC QDKQNTVCEE CPDGTYSDEA NHVDPCLPCT VCEDTERQLR 0151 ECTRWADAEC EEIPGRWITR STPPEGSDST APSTQEPEAP PEQDLIASTV 0201 AGVVTTVMGS SQPVVTRGTT DNLIPVYCSI LAAVVVGLVA YIAFKRWNSC 0251 KQNKQGANSR PVNQTPPPEG EKLHSDSGIS VDSQSLHDQQ PHTQTASGQA 0301 LKGDGGLYSS LPPAKREEVE KLLNGSAGDT WRHLAGELGY QPEHIDSFTH 0351 EACPVRALLA SWATQDSATL DALLAALRRI QRADLVESLC SESTATSPV

Tumor Necrosis Factor Receptor Superfamily Member 16-Derived Peptide TNR16

(SEQ ID NO: 18) QTASGQALKGDGGLYS

(10) Complement C4-A-Derived Peptide CO4-1

For CO4-1 shown as SEQ ID NO: 20, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 13)

Thus, it was revealed that CO4-1 shown as SEQ ID NO: 20 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

After Biosynthesis, Complement C4-A protein is divided into C4 beta chain, Complement C4-A alpha chain and Complement C4 gamma chain by processing.

SEQ ID NO: 19 is amino acid sequence of intact Complement C4-A protein containing all of these processed peptides.

Intact Protein/Peptide

(SEQ ID NO: 19) 0001 KPRLLLFSPS VVHLGVPLSV GVQLQDVPRG QVVKGSVFLR NPSRNNVPCS 0051 PKVDFTLSSE RDFALLSLQV PLKDAKSCGL HQLLRGPEVQ LVAHSPWLKD 0101 SLSRTTNIQG INLLFSSRRG HLFLQTDQPI YNPGQRVRYR VFALDQKMRP 0151 STDTITVMVE NSHGLRVRKK EVYMPSSIFQ DDFVIPDISE PGTWKISARF 0201 SDGLESNSST QFEVKKYVLP NFEVKITPGK PYILTVPGHL DEMQLDIQAR 0251 YIYGKPVQGV AYVRFGLLDE DGKKTFFRGL ESQTKLVNGQ SHISLSKAEF 0301 QDALEKLNMG ITDLQGLRLY VAAAIIESPG GEMEEAELTS WYFVSSPFSL 0351 DLSKTKRHLV PGAPFLLQAL VREMSGSPAS GIPVKVSATV SSPGSVPEVQ 0401 DIQQNTDGSG QVSIPIIIPQ TISELQLSVS AGSPHPAIAR LTVAAPPSGG 0451 PGFLSIERPD SRPPRVGDTL NLNLRAVGSG ATFSHYYYMI LSRGQIVFMN 0501 REPKRTLTSV SVFVDHHLAP SFYFVAFYYH GDHPVANSLR VDVQAGACEG 0551 KLELSVDGAK QYRNGESVKL HLETDSLALV ALGALDTALY AAGSKSHKPL 0601 NMGKVFEAMN SYDLGCGPGG GDSALQVFQA AGLAFSDGDQ WTLSRKRLSC 0651 PKEKTTRKKR NVNFQKAINE KLGQYASPTA KRCCQDGVTR LPMMRSCEQR 0701 AARVQQPDCR EPFLSCCQFA ESLRKKSRDK GQAGLQRALE ILQEEDLIDE 0751 DDIPVRSFFP ENWLWRVETV DRFQILTLWL PDSLTTWEIH GLSLSKTKGL 0801 CVATPVQLRV FREFHLHLRL PMSVRRFEQL ELRPVLYNYL DKNLTVSVHV 0851 SPVEGLCLAG GGGLAQQVLV PAGSARPVAF SVVPTAAAAV SLKVVARGSF 0901 EFPVGDAVSK VLQIEKEGAI HREELVYELN PLDHRGRTLE IPGNSDPNMI 0951 PDGDFNSYVR VTASDPLDTL GSEGALSPGG VASLLRLPRG CGEQTMIYLA 1001 PTLAASRYLD KTEQWSTLPP ETKDHAVDLI QKGYMRIQQF RKADGSYAAW 1051 LSRDSSTWLT AFVLKVLSLA QEQVGGSPEK LQETSNWLLS QQQADGSFQD 1101 PCPVLDRSMQ GGLVGNDETV ALTAFVTIAL HHGLAVFQDE GAEPLKQRVE 1151 ASISKANSFL GEKASAGLLG AHAAAITAYA LSLTKAPVDL LGVAHNNLMA 1201 MAQETGDNLY WGSVTGSQSN AVSPTPAPRN PSDPMPQAPA LWIETTAYAL 1251 LHLLLHEGKA EMADQASAWL TRQGSFQGGF RSTQDTVIAL DALSAYWIAS 1301 HTTEERGLNV TLSSTGRNGF KSHALQLNNR QIRGLEEELQ FSLGSKINVK 1351 VGGNSKGTLK VLRTYNVLDM KNTTCQDLQI EVTVKGHVEY TMEANEDYED 1401 YEYDELPAKD DPDAPLQPVT PLQLFEGRRN RRRREAPKVV EEQESRVHYT 1451 VCIWRNGKVG LSGMAIADVT LLSGFHALRA DLEKLTSLSD RYVSHFETEG 1501 PHVLLYFDSV PTSRECVGFE AVQEVPVGLV QPASATLYDY YNPERRCSVF 1551 YGAPSKSRLL ATLCSAEVCQ CAEGKCPRQR RALERGLQDE DGYRMKFACY 1601 YPRVEYGFQV KVLREDSRAA FRLFETKITQ VLHFTKDVKA AANQMRNFLV 1651 RASCRLRLEP GKEYLIMGLD GATYDLEGHP QYLLDSNSWI EEMPSERLCR 1701 STRQRAACAQ LNDFLQEYGT QGCQV

Complement C4-Derived Peptide CO4-1

(SEQ ID NO: 20) NGFKSHALQLNNRQIR

(11) Complement C4-B-Derived Peptide CO4-1

From the results of MS/MS analysis and MASCOT database search, A sequence of CO4-1 peptide as shown SEQ ID NO: 20 is an amino acid sequence present in the part of topological region that is common to Complement C4-A protein (SEQ ID NO: 19) and Complement C4-B protein. After Biosynthesis, Complement C4-B protein is divided into C4 beta chain, Complement C4-B alpha chain and Complement C4 gamma chain by processing.

SEQ ID NO: 21 is amino acid sequence of intact Complement C4-B protein containing all of these processed peptides.

Intact Protein/Peptide

(SEQ ID NO: 21) 0001 KPRLLLFSPS VVHLGVPLSV GVQLQDVPRG QVVKGSVFLR NPSRNNVPCS 0051 PKVDFTLSSE RDFALLSLQV PLKDAKSCGL HQLLRGPEVQ LVAHSPWLKD 0101 SLSRTTNIQG INLLFSSRRG HLFLQTDQPI YNPGQRVRYR VFALDQKMRP 0151 STDTITVMVE NSHGLRVRKK EVYMPSSIFQ DDFVIPDISE PGTWKISARF 0201 SDGLESNSST QFEVKKYVLP NFEVKITPGK PYILTVPGHL DEMQLDIQAR 0251 YIYGKPVQGV AYVRFGLLDE DGKKTFFRGL ESQTKLVNGQ SHISLSKAEF 0301 QDALEKLNMG ITDLQGLRLY VAAAIIESPG GEMEEAELTS WYFVSSPFSL 0351 DLSKTKRHLV PGAPFLLQAL VREMSGSPAS GIPVKVSATV SSPGSVPEVQ 0401 DIQQNTDGSG QVSIPIIIPQ TISELQLSVS AGSPHPAIAR LTVAAPPSGG 0451 PGFLSIERPD SRPPRVGDTL NLNLRAVGSG ATFSHYYYMI LSRGQIVFMN 0501 REPKRTLTSV SVFVDHHLAP SFYFVAFYYH GDHPVANSLR VDVQAGACEG 0551 KLELSVDGAK QYRNGESVKL HLETDSLALV ALGALDTALY AAGSKSHKPL 0601 NMGKVFEAMN SYDLGCGPGG GDSALQVFQA AGLAFSDGDQ WTLSRKRLSC 0651 PKEKTTRKKR NVNFQKAINE KLGQYASPTA KRCCQDGVTR LPMMRSCEQR 0701 AARVQQPDCR EPFLSCCQFA ESLRKKSRDK GQAGLQRALE ILQEEDLIDE 0751 DDIPVRSFFP ENWLWRVETV DRFQILTLWL PDSLTTWEIH GLSLSKTKGL 0801 CVATPVQLRV FREFHLHLRL PMSVRRFEQL ELRPVLYNYL DKNLTVSVHV 0851 SPVEGLCLAG GGGLAQQVLV PAGSARPVAF SVVPTAAAAV SLKVVARGSF 0901 EFPVGDAVSK VLQIEKEGAI HREELVYELN PLDHRGRTLE IPGNSDPNMI 0951 PDGDFNSYVR VTASDPLDTL GSEGALSPGG VASLLRLPRG CGEQTMIYLA 1001 PTLAASRYLD KTEQWSTLPP ETKDHAVDLI QKGYMRIQQF RKADGSYAAW 1051 LSRDSSTWLT AFVLKVLSLA QEQVGGSPEK LQETSNWLLS QQQADGSFQD 1101 LSPVIHRSMQ GGLVGNDETV ALTAFVTIAL HHGLAVFQDE GAEPLKQRVE 1151 ASISKANSFL GEKASAGLLG AHAAAITAYA LSLTKAPVDL LGVAHNNLMA 1201 MAQETGDNLY WGSVTGSQSN AVSPTPAPRN PSDPMPQAPA LWIETTAYAL 1251 LHLLLHEGKA EMADQASAWL TRQGSFQGGF RSTQDTVIAL DALSAYWIAS 1301 HTTEERGLNV TLSSTGRNGF KSHALQLNNR QIRGLEEELQ FSLGSKINVK 1351 VGGNSKGTLK VLRTYNVLDM KNTTCQDLQI EVTVKGHVEY TMEANEDYED 1401 YEYDELPAKD DPDAPLQPVT PLQLFEGRRN RRRREAPKVV EEQESRVHYT 1451 VCIWRNGKVG LSGMAIADVT LLSGFHALRA DLEKLTSLSD RYVSHFETEG 1501 PHVLLYFDSV PTSRECVGFE AVQEVPVGLV QPASATLYDY YNPERRCSVF 1551 YGAPSKSRLL ATLCSAEVCQ CAEGKCPRQR RALERGLQDE DGYRMKFACY 1601 YPRVEYGFQV KVLREDSRAA FRLFETKITQ VLHFTKDVKA AANQMRNFLV 1651 RASCRLRLEP GKEYLIMGLD GATYDLEGHP QYLLDSNSWI EEMPSERLCR 1701 STRQRAACAQ LNDFLQEYGT QGCQV Just in case, following shows the sequence of CO4-1.

Complement C4-Derived Peptide CO4-1

(SEQ ID NO: 20) NGFKSHALQLNNRQIR (12) Complement C4-A-derived peptide CO4-2

For CO4-2 shown as SEQ ID NO: 22, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 14)

Thus, it was revealed that CO4-2 shown as SEQ ID NO: 22 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1) After Biosynthesis, Complement C4-A protein is divided into C4 beta chain, Complement C4-A alpha chain and Complement C4 gamma chain by processing.

SEQ ID NO: 19 is amino acid sequence of intact Complement C4-A protein containing all of these processed peptides.

Intact Protein/Peptide

(SEQ ID NO: 19) 0001 KPRLLLFSPS VVHLGVPLSV GVQLQDVPRG QVVKGSVFLR NPSRNNVPCS 0051 PKVDFTLSSE RDFALLSLQV PLKDAKSCGL HQLLRGPEVQ LVAHSPWLKD 0101 SLSRTTNIQG INLLFSSRRG HLFLQTDQPI YNPGQRVRYR VFALDQKMRP 0151 STDTITVMVE NSHGLRVRKK EVYMPSSIFQ DDFVIPDISE PGTWKISARF 0201 SDGLESNSST QFEVKKYVLP NFEVKITPGK PYILTVPGHL DEMQLDIQAR 0251 YIYGKPVQGV AYVRFGLLDE DGKKTFFRGL ESQTKLVNGQ SHISLSKAEF 0301 QDALEKLNMG ITDLQGLRLY VAAAIIESPG GEMEEAELTS WYFVSSPFSL 0351 DLSKTKRHLV PGAPFLLQAL VREMSGSPAS GIPVKVSATV SSPGSVPEVQ 0401 DIQQNTDGSG QVSIPIIIPQ TISELQLSVS AGSPHPAIAR LTVAAPPSGG 0451 PGFLSIERPD SRPPRVGDTL NLNLRAVGSG ATFSHYYYMI LSRGQIVFMN 0501 REPKRTLTSV SVFVDHHLAP SFYFVAFYYH GDHPVANSLR VDVQAGACEG 0551 KLELSVDGAK QYRNGESVKL HLETDSLALV ALGALDTALY AAGSKSHKPL 0601 NMGKVFEAMN SYDLGCGPGG GDSALQVFQA AGLAFSDGDQ WTLSRKRLSC 0651 PKEKTTRKKR NVNFQKAINE KLGQYASPTA KRCCQDGVTR LPMMRSCEQR 0701 AARVQQPDCR EPFLSCCQFA ESLRKKSRDK GQAGLQRALE ILQEEDLIDE 0751 DDIPVRSFFP ENWLWRVETV DRFQILTLWL PDSLTTWEIH GLSLSKTKGL 0801 CVATPVQLRV FREFHLHLRL PMSVRRFEQL ELRPVLYNYL DKNLTVSVHV 0851 SPVEGLCLAG GGGLAQQVLV PAGSARPVAF SVVPTAAAAV SLKVVARGSF 0901 EFPVGDAVSK VLQIEKEGAI HREELVYELN PLDHRGRTLE IPGNSDPNMI 0951 PDGDFNSYVR VTASDPLDTL GSEGALSPGG VASLLRLPRG CGEQTMIYLA 1001 PTLAASRYLD KTEQWSTLPP ETKDHAVDLI QKGYMRIQQF RKADGSYAAW 1051 LSRDSSTWLT AFVLKVLSLA QEQVGGSPEK LQETSNWLLS QQQADGSFQD 1101 PCPVLDRSMQ GGLVGNDETV ALTAFVTIAL HHGLAVFQDE GAEPLKQRVE 1151 ASISKANSFL GEKASAGLLG AHAAAITAYA LSLTKAPVDL LGVAHNNLMA 1201 MAQETGDNLY WGSVTGSQSN AVSPTPAPRN PSDPMPQAPA LWIETTAYAL 1251 LHLLLHEGKA EMADQASAWL TRQGSFQGGF RSTQDTVIAL DALSAYWIAS 1301 HTTEERGLNV TLSSTGRNGF KSHALQLNNR QIRGLEEELQ FSLGSKINVK 1351 VGGNSKGTLK VLRTYNVLDM KNTTCQDLQI EVTVKGHVEY TMEANEDYED 1401 YEYDELPAKD DPDAPLQPVT PLQLFEGRRN RRRREAPKVV EEQESRVHYT 1451 VCIWRNGKVG LSGMAIADVT LLSGFHALRA DLEKLTSLSD RYVSHFETEG 1501 PHVLLYFDSV PTSRECVGFE AVQEVPVGLV QPASATLYDY YNPERRCSVF 1551 YGAPSKSRLL ATLCSAEVCQ CAEGKCPRQR RALERGLQDE DGYRMKFACY 1601 YPRVEYGFQV KVLREDSRAA FRLFETKITQ VLHFTKDVKA AANQMRNFLV 1651 RASCRLRLEP GKEYLIMGLD GATYDLEGHP QYLLDSNSWI EEMPSERLCR 1701 STRQRAACAQ LNDFLQEYGT QGCQV

Complement C4-Derived Peptide CO4-2

(SEQ ID NO: 22) APLQPVTPLQLFEGRRN

(13) Complement C4-B-Derived Peptide CO4-2

From the results of MS/MS analysis and MASCOT database search, A sequence of CO4-2 peptide as shown SEQ ID NO: 22 is an amino acid sequence present in the part of topological region that is common to Complement C4-A protein (SEQ ID NO: 19) and Complement C4-B protein. After Biosynthesis, Complement C4-B protein is divided into C4 beta chain, Complement C4-B alpha chain and Complement C4 gamma chain by processing. SEQ ID NO: 21 is amino acid sequence of intact Complement C4-B protein containing all of these processed peptides.

Intact Protein/Peptide

(SEQ ID NO: 21) 0001 KPRLLLFSPS VVHLGVPLSV GVQLQDVPRG QVVKGSVFLR NPSRNNVPCS 0051 PKVDFTLSSE RDFALLSLQV PLKDAKSCGL HQLLRGPEVQ LVAHSPWLKD 0101 SLSRTTNIQG INLLFSSRRG HLFLQTDQPI YNPGQRVRYR VFALDQKMRP 0151 STDTITVMVE NSHGLRVRKK EVYMPSSIFQ DDFVIPDISE PGTWKISARF 0201 SDGLESNSST QFEVKKYVLP NFEVKITPGK PYILTVPGHL DEMQLDIQAR 0251 YIYGKPVQGV AYVRFGLLDE DGKKTFFRGL ESQTKLVNGQ SHISLSKAEF 0301 QDALEKLNMG ITDLQGLRLY VAAAIIESPG GEMEEAELTS WYFVSSPFSL 0351 DLSKTKRHLV PGAPFLLQAL VREMSGSPAS GIPVKVSATV SSPGSVPEVQ 0401 DIQQNTDGSG QVSIPIIIPQ TISELQLSVS AGSPHPAIAR LTVAAPPSGG 0451 PGFLSIERPD SRPPRVGDTL NLNLRAVGSG ATFSHYYYMI LSRGQIVFMN 0501 REPKRTLTSV SVFVDHHLAP SFYFVAFYYH GDHPVANSLR VDVQAGACEG 0551 KLELSVDGAK QYRNGESVKL HLETDSLALV ALGALDTALY AAGSKSHKPL 0601 NMGKVFEAMN SYDLGCGPGG GDSALQVFQA AGLAFSDGDQ WTLSRKRLSC 0651 PKEKTTRKKR NVNFQKAINE KLGQYASPTA KRCCQDGVTR LPMMRSCEQR 0701 AARVQQPDCR EPFLSCCQFA ESLRKKSRDK GQAGLQRALE ILQEEDLIDE 0751 DDIPVRSFFP ENWLWRVETV DRFQILTLWL PDSLTTWEIH GLSLSKTKGL 0801 CVATPVQLRV FREFHLHLRL PMSVRRFEQL ELRPVLYNYL DKNLTVSVHV 0851 SPVEGLCLAG GGGLAQQVLV PAGSARPVAF SVVPTAAAAV SLKVVARGSF 0901 EFPVGDAVSK VLQIEKEGAI HREELVYELN PLDHRGRTLE IPGNSDPNMI 0951 PDGDFNSYVR VTASDPLDTL GSEGALSPGG VASLLRLPRG CGEQTMIYLA 1001 PTLAASRYLD KTEQWSTLPP ETKDHAVDLI QKGYMRIQQF RKADGSYAAW 1051 LSRDSSTWLT AFVLKVLSLA QEQVGGSPEK LQETSNWLLS QQQADGSFQD 1101 LSPVIHRSMQ GGLVGNDETV ALTAFVTIAL HHGLAVFQDE GAEPLKQRVE 1151 ASISKANSFL GEKASAGLLG AHAAAITAYA LSLTKAPVDL LGVAHNNLMA 1201 MAQETGDNLY WGSVTGSQSN AVSPTPAPRN PSDPMPQAPA LWIETTAYAL 1251 LHLLLHEGKA EMADQASAWL TRQGSFQGGF RSTQDTVIAL DALSAYWIAS 1301 HTTEERGLNV TLSSTGRNGF KSHALQLNNR QIRGLEEELQ FSLGSKINVK 1351 VGGNSKGTLK VLRTYNVLDM KNTTCQDLQI EVTVKGHVEY TMEANEDYED 1401 YEYDELPAKD DPDAPLQPVT PLQLFEGRRN RRRREAPKVV EEQESRVHYT 1451 VCIWRNGKVG LSGMAIADVT LLSGFHALRA DLEKLTSLSD RYVSHFETEG 1501 PHVLLYFDSV PTSRECVGFE AVQEVPVGLV QPASATLYDY YNPERRCSVF 1551 YGAPSKSRLL ATLCSAEVCQ CAEGKCPRQR RALERGLQDE DGYRMKFACY 1601 YPRVEYGFQV KVLREDSRAA FRLFETKITQ VLHFTKDVKA AANQMRNFLV 1651 RASCRLRLEP GKEYLIMGLD GATYDLEGHP QYLLDSNSWI EEMPSERLCR 1701 STRQRAACAQ LNDFLQEYGT QGCQV

Just in case, following shows the sequence of CO4-2.

Complement C4-Derived Peptide CO4-2

(SEQ ID NO: 22) APLQPVTPLQLFEGRRN

(14) Fibrinogen Alpha Chain (Isoform 1)-Derived Peptide FIBA-1

For FIBA-1 shown as SEQ ID NO: 24, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 15)

Thus, it was revealed that FIBA-1 shown as SEQ ID NO: 24 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 23) 0001 GPRVVERHQS ACKDSDWPFC SDEDWNYKCP SGCRMKGLID EVNQDFTNRI 0051 NKLKNSLFEY QKNNKDSHSL TTNIMEILRG DFSSANNRDN TYNRVSEDLR 0101 SRIEVLKRKV IEKVQHIQLL QKNVRAQLVD MKRLEVDIDI KIRSCRGSCS 0151 RALAREVDLK DYEDQQKQLE QVIAKDLLPS RDRQHLPLIK MKPVPDLVPG 0201 NFKSQLQKVP PEWKALTDMP QMRMELERPG GNEITRGGST SYGTGSETES 0251 PRNPSSAGSW NSGSSGPGST GNRNPGSSGT GGTATWKPGS SGPGSTGSWN 0301 SGSSGTGSTG NQNPGSPRPG STGTWNPGSS ERGSAGHWTS ESSVSGSTGQ 0351 WHSESGSFRP DSPGSGNARP NNPDWGTFEE VSGNVSPGTR REYHTEKLVT 0401 SKGDKELRTG KEKVTSGSTT TTRRSCSKTV TKTVIGPDGH KEVTKEVVTS 0451 EDGSDCPEAM DLGTLSGIGT LDGFRHRHPD EAAFFDTAST GKTFPGFFSP 0501 MLGEFVSETE SRGSESGIFT NTKESSSHHP GIAEFPSRGK SSSYSKQFTS 0551 STSYNRGDST FESKSYKMAD EAGSEADHEG THSTKRGHAK SRPVRDCDDV 0601 LQTHPSGTQS GIFNIKLPGS SKIFSVYCDQ ETSLGGWLLI QQRMDGSLNF 0651 NRTWQDYKRG FGSLNDEGEG EFWLGNDYLH LLTQRGSVLR VELEDWAGNE 0701 AYAEYHFRVG SEAEGYALQV SSYEGTAGDA LIEGSVEEGA EYTSHNNMQF 0751 STFDRDADQW EENCAEVYGG GWWYNNCQAA NLNGIYYPGG SYDPRNNSPY 0801 EIENGVVWVS FRGADYSLRA VRMKIRPLVT Q

Fibrinogen Alpha Chain-Derived Peptide FIBA-1

(SEQ ID NO: 24) SSSYSKQFTSSTSYNRGDSTFES

(15) Fibrinogen Alpha Chain (Isoform 2)-Derived Peptide FIBA-1

From the results of MS/MS analysis and MASCOT database search, A sequence of FIBA-1 peptide as shown SEQ ID NO: 24 is an amino acid sequence present in the part of topological region that is common to Fibrinogen alpha chain (isoform 1) (SEQ ID NO: 23) and Fibrinogen alpha chain (isoform 2). Followings, as SEQ ID NO: 25, an amino acid sequence of intact protein of Fibrinogen alpha chain (isoform 2) were shown.

Intact Protein/Peptide

(SEQ ID NO: 25) 0001 GPRVVERHQS ACKDSDWPFC SDEDWNYKCP SGCRMKGLID EVNQDFTNRI 0051 NKLKNSLFEY QKNNKDSHSL TTNIMEILRG DFSSANNRDN TYNRVSEDLR 0101 SRIEVLKRKV IEKVQHIQLL QKNVRAQLVD MKRLEVDIDI KIRSCRGSCS 0151 RALAREVDLK DYEDQQKQLE QVIAKDLLPS RDRQHLPLIK MKPVPDLVPG 0201 NFKSQLQKVP PEWKALTDMP QMRMELERPG GNEITRGGST SYGTGSETES 0251 PRNPSSAGSW NSGSSGPGST GNRNPGSSGT GGTATWKPGS SGPGSTGSWN 0301 SGSSGTGSTG NQNPGSPRPG STGTWNPGSS ERGSAGHWTS ESSVSGSTGQ 0351 WHSESGSFRP DSPGSGNARP NNPDWGTFEE VSGNVSPGTR REYHTEKLVT 0401 SKGDKELRTG KEKVTSGSTT TTRRSCSKTV TKTVIGPDGH KEVTKEVVTS 0451 EDGSDCPEAM DLGTLSGIGT LDGFRHRHPD EAAFFDTAST GKTFPGFFSP 0501 MLGEFVSETE SRGSESGIFT NTKESSSHHP GIAEFPSRGK SSSYSKQFTS 0551 STSYNRGDST FESKSYKMAD EAGSEADHEG THSTKRGHAK SRPVRGIHTS 0601 PLGKPSLSP

Just in case, following shows the sequence of FIBA-1.

Fibrinogen Alpha Chain-Derived Peptide FIBA-1

(SEQ ID NO: 24) SSSYSKQFTSSTSYNRGDSTFES

(16) Fibrinogen Alpha Chain (Isoform 1)-Derived Peptide FIBA-2

For FIBA-2 shown as SEQ ID NO: 26, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 16)

Thus, it was revealed that FIBA-2 shown as SEQ ID NO: 26 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 23) 0001 GPRVVERHQS ACKDSDWPFC SDEDWNYKCP SGCRMKGLID EVNQDFTNRI 0051 NKLKNSLFEY QKNNKDSHSL TTNIMEILRG DFSSANNRDN TYNRVSEDLR 0101 SRIEVLKRKV IEKVQHIQLL QKNVRAQLVD MKRLEVDIDI KIRSCRGSCS 0151 RALAREVDLK DYEDQQKQLE QVIAKDLLPS RDRQHLPLIK MKPVPDLVPG 0201 NFKSQLQKVP PEWKALTDMP QMRMELERPG GNEITRGGST SYGTGSETES 0251 PRNPSSAGSW NSGSSGPGST GNRNPGSSGT GGTATWKPGS SGPGSTGSWN 0301 SGSSGTGSTG NQNPGSPRPG STGTWNPGSS ERGSAGHWTS ESSVSGSTGQ 0351 WHSESGSFRP DSPGSGNARP NNPDWGTFEE VSGNVSPGTR REYHTEKLVT 0401 SKGDKELRTG KEKVTSGSTT TTRRSCSKTV TKTVIGPDGH KEVTKEVVTS 0451 EDGSDCPEAM DLGTLSGIGT LDGFRHRHPD EAAFFDTAST GKTFPGFFSP 0501 MLGEFVSETE SRGSESGIFT NTKESSSHHP GIAEFPSRGK SSSYSKQFTS 0551 STSYNRGDST FESKSYKMAD EAGSEADHEG THSTKRGHAK SRPVRDCDDV 0601 LQTHPSGTQS GIFNIKLPGS SKIFSVYCDQ ETSLGGWLLI QQRMDGSLNF 0651 NRTWQDYKRG FGSLNDEGEG EFWLGNDYLH LLTQRGSVLR VELEDWAGNE 0701 AYAEYHFRVG SEAEGYALQV SSYEGTAGDA LIEGSVEEGA EYTSHNNMQF 0751 STFDRDADQW EENCAEVYGG GWWYNNCQAA NLNGIYYPGG SYDPRNNSPY 0801 EIENGVVWVS FRGADYSLRA VRMKIRPLVT Q

Fibrinogen Alpha Chain-Derived Peptide FIBA-2

(SEQ ID NO: 26) SSSYSKQFTSSTSYNRGDSTFESKS

(17) Fibrinogen Alpha Chain (Isoform 2)-Derived Peptide FIBA-2

From the results of MS/MS analysis and MASCOT database search, A sequence of FIBA-2 peptide as shown SEQ ID NO: 26 is an amino acid sequence present in the part of topological region that is common to Fibrinogen alpha chain (isoform 1) (SEQ ID NO: 23) and Fibrinogen alpha chain (isoform 2). Followings, as SEQ ID NO: 25, an amino acid sequence of intact protein of Fibrinogen alpha chain (isoform 2) were shown.

Intact Protein/Peptide

(SEQ ID NO: 25) 0001 GPRVVERHQS ACKDSDWPFC SDEDWNYKCP SGCRMKGLID EVNQDFTNRI 0051 NKLKNSLFEY QKNNKDSHSL TTNIMEILRG DFSSANNRDN TYNRVSEDLR 0101 SRIEVLKRKV IEKVQHIQLL QKNVRAQLVD MKRLEVDIDI KIRSCRGSCS 0151 RALAREVDLK DYEDQQKQLE QVIAKDLLPS RDRQHLPLIK MKPVPDLVPG 0201 NFKSQLQKVP PEWKALTDMP QMRMELERPG GNEITRGGST SYGTGSETES 0251 PRNPSSAGSW NSGSSGPGST GNRNPGSSGT GGTATWKPGS SGPGSTGSWN 0301 SGSSGTGSTG NQNPGSPRPG STGTWNPGSS ERGSAGHWTS ESSVSGSTGQ 0351 WHSESGSFRP DSPGSGNARP NNPDWGTFEE VSGNVSPGTR REYHTEKLVT 0401 SKGDKELRTG KEKVTSGSTT TTRRSCSKTV TKTVIGPDGH KEVTKEVVTS 0451 EDGSDCPEAM DLGTLSGIGT LDGFRHRHPD EAAFFDTAST GKTFPGFFSP 0501 MLGEFVSETE SRGSESGIFT NTKESSSHHP GIAEFPSRGK SSSYSKQFTS 0551 STSYNRGDST FESKSYKMAD EAGSEADHEG THSTKRGHAK SRPVRGIHTS 0601 PLGKPSLSP

Just in case, following shows the sequence of FIBA-2.

Fibrinogen Alpha Chain-Derived Peptide FIBA-2

(SEQ ID NO: 26) SSSYSKQFTSSTSYNRGDSTFESKS

(18) Fibrinogen Alpha Chain (Isoform 1)-Derived Peptide FIBA-3

For FIBA-3 shown as SEQ ID NO: 27, area values of cognitive impairment (AD, MCI, DLB and FTD) were significantly higher than NDC. (t-test, p<0.05) (see FIG. 17)

Thus, it was revealed that FIBA-3 shown as SEQ ID NO: 27 was useful to distinguish patient of cognitive impairment (AD, MCI, DLB and FTD) with subjects not suffering from psychiatry disease (NDC). According to the analysis by receiver operating characteristic (ROC) curve, CO3 was clearly useful to distinguish AD and MCI with NDC. (See Table 1)

Intact Protein/Peptide

(SEQ ID NO: 23) 0001 GPRVVERHQS ACKDSDWPFC SDEDWNYKCP SGCRMKGLID EVNQDFTNRI 0051 NKLKNSLFEY QKNNKDSHSL TTNIMEILRG DFSSANNRDN TYNRVSEDLR 0101 SRIEVLKRKV IEKVQHIQLL QKNVRAQLVD MKRLEVDIDI KIRSCRGSCS 0151 RALAREVDLK DYEDQQKQLE QVIAKIALPS RDRQHLPLIK MKPVPDLVPG 0201 NFKSQLQKVP PEWKALTDMP QMRMELERPG GNEITRGGST SYGTGSETES 0251 PRNPSSAGSW NSGSSGPGST GNRNPGSSGT GGTATWKPGS SGPGSTGSWN 0301 SGSSGTGSTG NQNPGSPRPG STGTWNPGSS ERGSAGHWTS ESSVSGSTGQ 0351 WHSESGSFRP DSPGSGNARP NNPDWGTFEE VSGNVSPGTR REYHTEKLVT 0401 SKGDKELRTG KEKVTSGSTT TTRRSCSKTV TKTVIGPDGH KEVTKEVVTS 0451 EDGSDCPEAM DLGTLSGIGT LDGFRHRHPD EAAFFDTAST GKTFPGFFSP 0501 MLGEFVSETE SRGSESGIFT NTKESSSHHP GIAEFPSRGK SSSYSKQFTS 0551 STSYNRGDST FESKSYKMAD EAGSEADHEG THSTKRGHAK SRPVRDCDDV 0601 LQTHPSGTQS GIFNIKLPGS SKIFSVYCDQ ETSLGGWLLI QQRMDGSLNF 0651 NRTWQDYKRG FGSLNDEGEG EFWLGNDYLH LLTQRGSVLR VELEDWAGNE 0701 AYAEYHFRVG SEAEGYALQV SSYEGTAGDA LIEGSVEEGA EYTSHNNMQF 0751 STFDRDADQW EENCAEVYGG GWWYNNCQAA NLNGIYYPGG SYDPRNNSPY 0801 EIENGVVWVS FRGADYSLRA VRMKIRPLVT Q

Fibrinogen Alpha Chain-Derived Peptide FIBA-3

(SEQ ID NO: 27) SSSYSKQFTSSTSYNRGDSTFESKSY

(19) Fibrinogen Alpha Chain (Isoform 2)-Derived Peptide FIBA-3

From the results of MS/MS analysis and MASCOT database search, A sequence of FIBA-3 peptide as shown SEQ ID NO: 27 is an amino acid sequence present in the part of topological region that is common to Fibrinogen alpha chain (isoform 1) (SEQ ID NO: 23) and Fibrinogen alpha chain (isoform 2). Followings, as SEQ ID NO: 25, an amino acid sequence of intact protein of Fibrinogen alpha chain (isoform 2) were shown.

Intact Protein/Peptide

(SEQ ID NO: 25) 0001 GPRVVERHQS ACKDSDWPFC SDEDWNYKCP SGCRMKGLID EVNQDFTNRI 0051 NKLKNSLFEY QKNNKDSHSL TTNIMEILRG DFSSANNRDN TYNRVSEDLR 0101 SRIEVLKRKV IEKVQHIQLL QKNVRAQLVD MKRLEVDIDI KIRSCRGSCS 0151 RALAREVDLK DYEDQQKQLE QVIAKDLLPS RDRQHLPLIK MKPVPDLVPG 0201 NFKSQLQKVP PEWKALTDMP QMRMELERPG GNEITRGGST SYGTGSETES 0251 PRNPSSAGSW NSGSSGPGST GNRNPGSSGT GGTATWKPGS SGPGSTGSWN 0301 SGSSGTGSTG NQNPGSPRPG STGTWNPGSS ERGSAGHWTS ESSVSGSTGQ 0351 WHSESGSFRP DSPGSGNARP NNPDWGTFEE VSGNVSPGTR REYHTEKLVT 0401 SKGDKELRTG KEKVTSGSTT TTRRSCSKTV TKTVIGPDGH KEVTKEVVTS 0451 EDGSDCPEAM DLGTLSGIGT LDGFRHRHPD EAAFFDTAST GKTFPGFFSP 0501 MLGEFVSETE SRGSESGIFT NTKESSSHHP GIAEFPSRGK SSSYSKQFTS 0551 STSYNRGDST FESKSYKMAD EAGSEADHEG THSTKRGHAK SRPVRGIHTS 0601 PLGKPSLSP

Just in case, following shows the sequence of FIBA-3.

Fibrinogen Alpha Chain-Derived Peptide FIBA-3

(SEQ ID NO: 27) SSSYSKQFTSSTSYNRGDSTFESKSY

TABLE 1 Marker Peptide Sequence Sequence AD vs. NDC MCI vs. NDC No. name AUC value AUC value 2 CO3 0.88 0.83 4 AP2C 0.78 0.70 6 SYN3 0.77 0.77 8 OXYR 0.81 0.77 10 ITH5L 0.79 0.70 12 HERC2 0.76 0.73 14 THRB 0.85 0.79 16 TTHY 0.73 0.69 18 TNR16 0.75 0.74 20 CO4-1 0.73 0.67 22 CO4-2 0.76 0.74 24 FIBA-1 0.77 0.64 26 FIBA-2 0.74 0.61 27 FIBA-3 0.80 0.64

Table 1 shows AUC values obtained by the analysis by receiver operating characteristic (ROC) curve in the detection of cognitive impairment of each marker peptides.

Using these marker peptides in singly or in combination, using or without using liquid chromatography and/or any other suitable separation methods, directly measuring the abundance in serum using other methods such as mass spectrometry or immunological methods or enzymatic methods, on the diagnosis, it is possible to distinguish between non-psychiatry disease subjects including normal healthy subjects and subjects of cognitive impairment like AD, MCI, DLB and FTD.

INDUSTRIAL APPLICABILITY

By using the biomarkers disclosed in the present invention, mild cognitive impairment and cognitive impairment including Alzheimer disease can be detected. This invention is applicable to the field of medical diagnostics including diagnostic reagent.

Sequence List

10P01009 Sequence.txt 

1. A biomarker for detection of cognitive impairment comprising at least one protein or peptide selected from the group consisting of Complement C3 consisting of amino acid sequence expressed by SEQ ID NO: 1, Transcription factor AP-2 gamma consisting of amino acid sequence expressed by SEQ ID NO: 3, Synapsin-3 consisting of amino acid sequence expressed by SEQ ID NO: 5, Oxytocin receptor consisting of amino acid sequence expressed by SEQ ID NO: 7, Inter-alpha-trypsin inhibitor heavy chain H5-like protein consisting of amino acid sequence expressed by SEQ ID NO: 9, E3 ubiquitin-protein ligase HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 11, Prothrombin consisting of amino acid sequence expressed by SEQ ID NO: 13, Transthyretin consisting of amino acid sequence expressed by SEQ ID NO: 15, Tumor necrosis factor receptor superfamily member 16 consisting of amino acid sequence expressed by SEQ ID NO: 17, Complement C4-A consisting of amino acid sequence expressed by SEQ ID NO: 19, Complement C4-B consisting of amino acid sequence expressed by SEQ ID NO: 21, Fibrinogen alpha chain (isoform 1) consisting of amino acid sequence expressed by SEQ ID NO: 23, and Fibrinogen alpha chain (isoform 2) consisting of amino acid sequence expressed by SEQ ID NO:
 25. 2. A biomarker for detection of cognitive impairment comprising the peptide selected from the group consisting of Complement C3-derived peptide CO3 consisting of amino acid sequence expressed by SEQ ID NO: 2, Transcription factor AP-2 gamma-derived peptide AP2C consisting of amino acid sequence expressed by SEQ ID NO: 4, Synapsin-3-derived peptide SYN3 consisting of amino acid sequence expressed by SEQ ID NO: 6, Oxytocin receptor-derived peptide OXYR consisting of amino acid sequence expressed by SEQ ID NO: 8, Inter-alpha-trypsin inhibitor heavy chain H5-like protein-derived peptide ITH5L consisting of amino acid sequence expressed by SEQ ID NO: 10, E3 ubiquitin-protein ligase HERC2-derived peptide HERC2 consisting of amino acid sequence expressed by SEQ ID NO: 12, Prothrombin-derived peptide THRB consisting of amino acid sequence expressed by SEQ ID NO: 14, Transthyretin-derived peptide TTHY consisting of amino acid sequence expressed by SEQ ID NO: 16, Tumor necrosis factor receptor superfamily member 16-derived peptide TNR16 consisting of amino acid sequence expressed by SEQ ID NO: 18, Complement C4-derived peptide CO4-1 consisting of amino acid sequence expressed by SEQ ID NO: 20, Complement C4-derived peptide CO4-2 consisting of amino acid sequence expressed by SEQ ID NO: 22, Fibrinogen alpha chain-derived peptide FIBA-1 consisting of amino acid sequence expressed by SEQ ID NO: 24, Fibrinogen alpha chain-derived peptide FIBA-2 consisting of amino acid sequence expressed by SEQ ID NO: 26, and Fibrinogen alpha chain-derived peptide FIBA-3 consisting of amino acid sequence expressed by SEQ ID NO:
 27. 3. A biomarker of cognitive impairment comprising the peptides selected from the group consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27 that is appeared or increased in biological material of patients of cognitive impairment as compared to biological material of subjects not suffering from psychiatry disease.
 4. A biomarker of Alzheimer disease comprising the peptides selected from the group consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27 that is appeared or increased in biological material of patients of Alzheimer disease as compared to biological material of subjects not suffering from psychiatry disease.
 5. A biomarker of mild cognitive impairment comprising the peptides selected from the group consisting of amino acid sequence expressed by SEQ ID NOS: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, and 27 that is appeared or increased in biological material of patients of mild cognitive impairment as compared to biological material of subjects not suffering from psychiatry disease.
 6. Method for detection of cognitive impairment involving determination in biological material of at least one biomarker for cognitive impairment described in claim
 1. 7. Method for detection of psychiatry disease described in claim 6 wherein detection is made either by immunoblot procedure, Western blotting, enzyme-, fluorescence-, or radioisotope-labeled antibody method, mass spectrometry, immunoMS method or surface plasmon resonance method.
 8. A kit for detection of cognitive impairment to determine at least one biomarker described in claim
 1. 9. A kit for detection of psychiatry disease containing antibody or aptamer to at least one biomarker described in claim
 1. 